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        "title": "GoLinks unveils GoSearch, an AI-powered search tool for the modern enterprise | VentureBeat",
        "url": "https://venturebeat.com/ai/golinks-unveils-gosearch-an-ai-powered-search-tool-for-the-modern-enterprise/",
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      {
        "id": 93717,
        "title": "GoSearch Free: Personal Enterprise Search & AI Agents",
        "tagline": "First free-forever agentic enterprise search solution for personal apps.",
        "body": "### **TLDR**\n\nGoSearch is agentic enterprise search that unifies knowledge across 100+ apps, lets you choose between federated or indexed search, and powers no-code AI agents that take action.\n\nToday, we’re launching **GoSearch Free**, a free-forever plan for individuals to try semantic search, GoAI assistant, and custom agents.\n\n### **❌ The Problem**\n\nAI and enterprise search tools are exploding right now, but IT leaders are cautious.\n\n* Most tools take risky approaches to data management\n* Apps are increasingly locking down API access\n* Centralized indexing struggles to keep up with modern enterprise needs\n\n### **✅ The Solution: GoSearch**\n\nGoSearch connects to your tools, understands context and roles, and takes action. Unlike most, it supports both **federated search** and **traditional indexing** for flexible data management.\n\nWhat you can do:\n\n* Semantic search across 100+ apps (Slack, Jira, Drive, etc.)\n* Hybrid flexibility with full indexing controls + federated search\n* Agentic AI that summarizes docs, extracts data, and answers questions\n* No-code custom agents to automate workflows (file tickets, send invites, etc.)\n\n### **👀 What’s New: GoSearch Free**\n\nFree-forever, personal tier with:\n\n* Full semantic search across Gmail, Drive, Slack, and more\n* GoAI assistant for summarization, Q&A, and data extraction\n\n  ![uploaded image](/media/?type=post&id=93717&key=user_uploads/213767/74b0aefb-f1e3-4747-bb99-dcf266f6a7ef)\n\n* Custom, no-code agents for recurring tasks\n* Easy scaling to Pro/Enterprise as your team grows\n\n  ![uploaded image](/media/?type=post&id=93717&key=user_uploads/213767/631b0f30-be42-45bb-80cc-ea9552509b27)\n\n\n### **🔗 Links**\n\n👉[ Sign up free here](https://gosearch.ai)\n\n🗞️ [Read the press release](https://www.prweb.com/releases/gosearch-launches-free-forever-personal-enterprise-search-and-ai-agent-platform-302547859.html)\n\n### **🙏 Our Ask**\n\n* Try GoSearch Free and let us know what you think!\n* Found a bug or edge case? Tell us, we’re shipping fast.\n\nReach out at [**jorge@golinks.io**](mailto:jorge@golinks.io).",
        "url": "https://www.ycombinator.com/launches/ONZ-gosearch-free-personal-enterprise-search-ai-agents",
        "votes": 28,
        "created_at": "2025-09-09T15:51:46.747Z"
      },
      {
        "id": 80241,
        "title": "👥🤖 GoProfiles - GenAI people platform for distributed workforces",
        "tagline": "A hub for your team to find shared connections, celebrate wins, and boost company culture — powered by gen AI!",
        "body": "## **TLDR:**\n\n[GoProfiles](https://www.goprofiles.io) (from the makers of [GoLinks](https://www.golinks.io) and [GoSearch](https://www.gosearch.ai)) is an AI people platform built for employees everywhere—created for the new way of work. With GoProfiles, teams celebrate achievements, foster strong bonds, and gain the context needed to collaborate and connect. \n\nWe combined the best parts of employee directories and peer recognition to build a totally new kind of people platform. Increase employee productivity and collaboration through GoProfiles.\n\n## **🎬 Trailer**\n\n<https://www.youtube.com/watch?v=YhngNnFMnV8>\n\n## **❌ The Problem**\n\nRemote teams are increasingly disconnected, and it’s hurting company morale and productivity:\n\n* 52% of remote workers feel less connected to their peers\n* 68% of employees feel disengaged at work\n* This equates to $1.9 trillion in lost productivity due to burnout\n\n## **✅ The Solution**\n\nHappy, engaged employees are productive employees. \n\n[GoProfiles](https://www.goprofiles.io), from the makers of [GoLinks](https://www.golinks.io), is an AI people platform that increases employee engagement, collaboration, and productivity. With features that include:\n\n* AI people search to connect with like-minded folks (\"Who likes spring and lives in California\")\n* Peer recognition through Bravos, groups, and interests to connect on common interests\n* Interactive employee maps, rich employee profiles\n* Interactive org chart, job hierarchy, birthdays and anniversaries\n* And so much more.\n\n![](https://lh7-us.googleusercontent.com/jtWzZjT39J6C5SRh2gEPAAZRl8V-7JYiHEz8GIG7uFoK9rMVA5ahrkiT2FwaMIDJGafhBvuvfFqmlUJwxhUCMYOUlHT-oPUm66OfRA11ZawKa_P1Jos2rq8TgBO4giID_7Roa3t-1XPyZsteKvSCvVY)\n\n**Make people data personal — beyond names and titles**\\\nSpotlight employees with rich profiles that showcase their achievements, personalities, and history with your company.\n\n**Discover employee connections with AI**\\\nAI-powered search and chat make asking questions like, “Do we have employees in Colorado?” and “Who is the newest hire to join the Design team?” possible.\n\n<https://www.youtube.com/watch?v=og8yekr1WMA>\n\n**Cultivate a positive culture of peer appreciation**\\\nGive employees an easy way to recognize their peers with sociable Bravos that celebrate achievement.\n\n**Visualize your distributed team on a global map**\\\nUnderstand the geography of your remote colleagues — whether a couple of cities over or across the pond.\n\n**Get clarity into teams and reporting hierarchy**\\\nEmpower teammates to explore connections across your company with an org chart, directory, and employee map.\n\n**Auto-populate employee records from any HRIS**\\\nConnect one—or many—HRIS platforms to effortlessly integrate employee data and keep it current with automatic syncs.\n\n## **🙏Our Ask**\n\n* [Learn more](https://www.goprofiles.io) about GoProfiles.\n* Try GoProfiles for free. [Sign up now.](https://www.goprofiles.io/signup)\n\nIf you are interested in seeing GoProfiles in action, [let’s chat!](https://www.goprofiles.io/sales)\n\n![](https://lh7-us.googleusercontent.com/tpVE01GTseQL42Q8iQ1ljGUfg_3NyA4FhIAKZMAZJAvKuZJ4tAzzGZRITt8OJfKOxYdIVRdAUk3YQmmAmtaktJozrM6GqhXCztXwgi5GvH3-QGEhgRFjG-rVluVtIf9sPlAGVnOJM1aSvhthoobdaUA)\n\n",
        "url": "https://www.ycombinator.com/launches/KsD-goprofiles-genai-people-platform-for-distributed-workforces",
        "votes": 44,
        "created_at": "2024-04-17T15:30:22.661Z"
      },
      {
        "id": 76914,
        "title": "🔎🤖 GoSearch - GenAI Enterprise Search",
        "tagline": "Search across workplace apps with multimodal-AI enterprise search. ",
        "body": "## TLDR:\n\n[GoSearch](https://www.gosearch.ai/?utm_source=YC-Launch&utm_medium=referral&utm_campaign=gosearch-launch&utm_content=landing) is the first multimodal genAI enterprise search solution, leveraging GPT4-Turbo-Vision to deliver more precise and context-aware workplace search results across 100+ apps.   \n\n## 🎬 Trailer\n\n[See GoSearch in action.](https://www.youtube.com/watch?v=ALNmN0wO_zI) 👇\n\n## ❌ The Problem\n\n* Companies face information sprawl across an ever-growing stack of apps — 137 in the average org. \n* Teams lose valuable productivity time — 5 weeks per year — searching for the information they need to do their jobs.\n* When employees aren’t connected to the right resources and people, work is duplicated or slowed, outcomes are worsened, and burnout increases.\n\n \n\n## ✅ The Solution\n\n* Introducing [GoSearch](https://www.gosearch.ai/?utm_source=YC-Launch&utm_medium=referral&utm_campaign=gosearch-launch&utm_content=landing), a generative AI enterprise search platform from the makers of [GoLinks](https://www.golinks.io?utm_source=YC-Launch&utm_medium=referral&utm_campaign=gosearch-launch&utm_content=landing).\n* Whether the query is password reset, q4 roadmap, or a screenshot, GoSearch works like Google to surface resources from across apps and provide answers summarized by AI.\n\n \n\n#### **Unify knowledge**\n\nConnect 100+ personal and company SaaS apps into a single, unified search interface.\n\n#### **Avoid workflow interruptions**\n\nSearch directly from a new tab with announcements, recently used apps, and meetings.\n\n![uploaded image](/media/?type=post&id=76914&key=user_uploads/213767/93363b0d-b757-4d00-af9f-19715d471026)\n\n#### **Connect resources and people**\n\nAnswer people-specific queries with support for 40+ HRIS integrations.\n\n#### **Experience an AI assistant**\n\nChat with AI to surface insights and answers summarized from multiple sources.\n\n![uploaded image](/media/?type=post&id=76914&key=user_uploads/213767/af68f123-d8b2-4c9f-9b5d-391896efe14f)\n\n## 🙏 Our Ask\n\n* [Sign up for a demo](https://www.gosearch.ai/sales?utm_source=YC-launch&utm_medium=YC&utm_campaign=YC-post&utm_content=demo) today.\n* [Learn more](https://www.gosearch.ai/?utm_source=YC-Launch&utm_medium=referral&utm_campaign=gosearch-launch&utm_content=landing), and let’s chat!\n\n ",
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        "created_at": "2023-12-14T16:12:41.810Z"
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        "body": "Motion automatically plans what each team member should work on every day based on their team’s projects and calendars. Motion eliminates manual coordination and answers the question of “who’s doing what at when”, automatically. Here’s a short video [intro of Motion](https://youtu.be/eGSRlT-snnU).\n\nWhen we started Motion, our sole purpose was to make ourselves and our users more productive. We were frustrated that, despite impressive advances in software and AI in the last decade, productivity tools still require massive overhead and manual coordination. We set out to solve this problem in a way that “just works.”\n\nTwo and a half years, hundreds of product iterations, and thousands of user interviews later, our conviction in this mission is stronger than ever. Knowledge workers still spend 58% of their day coordinating work instead of doing work. With Motion’s resource planning automation, every company can dramatically increase their productivity.\n\n![uploaded image](/media/?type=post&id=66313&key=user_uploads/307736/81d1dd91-0c7a-48d8-9818-fc2cb1016dc3)\n\n[Motion](https://www.usemotion.com/teams) automatically plans what each team member should work on each day based on their team projects and calendar. For each project or task, you can tell Motion how long it will take, its priority, and the deadline, as well as if there are blockers, other dependent tasks needed to be done before a particular meeting, available working hours, and/or which meetings are optional. Motion then automatically adjusts each team member’s calendar and task priorities into an optimal schedule. Whenever things don’t go according to plan (which they never do), Motion automatically re-prioritizes everyone’s tasks and calendar so everything gets done, helping destress teammates by offloading all the cognitive processing surrounding what to do next; instead you get to stay in that hyper-productive flow state that also feels really good.\n\nHere’s a video of how [Motion works in detail](https://youtu.be/4Higsz8GhP0).\n\nToday, we’re proud to announce that we have raised $13 million in Series A to continue our mission of doubling the world’s productivity.\n\nSignalFire led the round, with participation from 468 Capital and angel investors like Sam Altman, Michael Seibel, and Cyrus Mistry (early Google Calendar product lead). We’re excited to partner with these phenomenal investors as we work toward a future where tools automate coordination so teams can get more done. View our full press release on the funding here: <https://www.usemotion.com/blog/we-raised-13-million-in-series-a-to-automate-team-project-management>\n\nWe’ll use the money to continue investing in product & engineering. Our top priority is improving our task planning automation algorithm. We believe the prioritization algorithm (the way in which Motion plans your tasks) is the real differentiation that no one else has nailed yet.\n\nSolving scheduling is a difficult engineering problem. There are so many variables to account for when personalizing a schedule to each user, and this must be done while satisfying performance and efficiency constraints. Solutions today ask users to do this manually. It’s easy for a team to dump all their tasks (which they’ll never finish) into an app. It’s difficult to figure out a great execution plan.\n\nImproving Motion also means improving everything around the algorithm that makes it useful, including the product, design, and infrastructure that allow people to use Motion. So we are aggressively hiring exceptional engineers who want to help double the world’s productivity with us. If that sounds like you, [please apply](https://jobs.ashbyhq.com/motion)!\n\nOver time, Motion will automate more and more of our days. Motion will help manage and automate everything from top-level OKRs to individual projects and tasks, to daily planning, calendaring, meeting scheduling, and coordination. Currently, companies use half a dozen different tools to manage all of that manually, and it is very cumbersome to integrate them. Motion will integrate all of this functionality into one comprehensive view that is constantly re-prioritizing automatically.\n\nWe believe that fundamentally magnifying human output without increasing input (e.g. time) is a trillion-dollar market with billions of users.\n\nWe want to give a huge thank you to all of our users who make Motion possible. We’re grateful first and foremost that you’ve given Motion a shot and trusted us to help you manage your time. But we’re also grateful for all the feedback you’ve given us that allows us to improve. It’s extremely important for us to have a tight feedback loop between product development and user input in order to iterate rapidly.\n\nThank you for being part of this journey with us. We’re more fired up than ever to double the world’s productivity.",
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        "body": "Hey! Super thrilled to share Pathspace with all of you!\n\nPathspace is the easiest and most effective way to solve problems together using design thinking best practices and the power of GPT-3.\n\n**TL;DR Solve problems together for free at** [**pathspace.com**](http://pathspace.com)**. No learning curve. No signup required.** \n\n![](https://uploads-ssl.webflow.com/62d313720e07abf87ece7618/62df4aaf229ef36da3537997_Step%202.png)\n\n—\n\n### **❌ The Problem**\n\nThere’s been an enormous shift towards remote work, which is excellent for flexibility and accessing global talent but not so great for collaborative creativity & brainstorming.\n\nMost group brainstorming involves a few people throwing out ideas. Then, a team leader guesses consensus and prioritizes. **This typical brainstorming process is far from ideal and has the following flaws:**\n\n1. **Single-threaded** - With only one person talking at a time, there is a single train of thought, and many good ideas are left unsaid and unexplored\n2. **Groupthink** - The desire for quick decisions and group cohesion can make bad decisions seemingly unanimous\n3. **Controlled by Leaders and Extroverts** - The loudest team members or those with the most authority can drown out the opinions of the more introverted and junior team members.\n4. **Self-censorship** - Fear of judgment and social anxiety can cause some members to withhold crazier ideas.\n5. **Poor engagement** - Doing nothing and waiting for the meeting to end passively is easy, especially remotely.\n\n—\n\n### **✅ The Solution**\n\nWe created a brainstorming tool for remote teams with built-in design thinking best practices from expert facilitators.\n\nIt’s a quick, customizable step-by-step process to unleash your team's creativity and prioritize.\n\n**Pathspace is easier to use than a “digital whiteboard” and more robust than a doc:**\n\n1. **Structured and intuitive** - Rather than a single generic interface like a doc or whiteboard, each step in the process has a unique user interface.\n2. **AI suggestions** - Leverage the power of GPT-3 to generate more out-of-the-box ideas.\n3. **Anonymous (no groupthink)** - Discover the best ideas and reach a democratic consensus with anonymous ideas and voting.\n4. **Organized and exportable** - Instead of scattered stickies that are hard to parse, we automatically keep everything organized so you can easily understand results and export them.\n5. **Customizable** - Create and customize Pathspace to your process by mixing and matching different tactics.\n\n![](https://uploads-ssl.webflow.com/62d313720e07abf87ece7618/62df4aafd1d3f877f7a7d04d_Step%205.png)\n\n—\n\n### **Brainstorm for free. No signup required.**\n\nIf you’re reading this, most likely you’re a founder. Here are some prompts we recommend brainstorming with your team and wish we had done earlier :)\n\n1. [Who is our ideal customer/persona?](https://app.pathspace.com/create?prompt=Who%20is%20our%20ideal%20customer/persona?)\n2. [How might we validate our product?](https://app.pathspace.com/create?prompt=How%20might%20we%20validate%20our%20product?)\n3. [How might we improve retention?](https://app.pathspace.com/create?prompt=How%20might%20we%20improve%20retention?)\n4. [How might we get more leads/signups?](https://app.pathspace.com/create?prompt=How%20might%20we%20get%20more%20leads/signups?)\n5. [What features should we build next?](https://app.pathspace.com/create?prompt=What%20features%20should%20we%20build%20next?)\n\nClicking on the prompts above will take you straight into Pathspace.\n\n**You can learn more & use it for free at** [**pathspace.com**](http://pathspace.com)**.**",
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        "votes": 18,
        "created_at": "2022-08-17T22:31:25.270Z"
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        "title": "Warmly - Always-On AI Sales Agent for Your Website",
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        "body": "Hey YC 👋 We're Max, Carina and Alan, founders of Warmly.ai.\n\n**TL;DR**: We just launched **AI Autopilot**: an always-on agent that lives on every page of your website, identifies visitors at the person level before any form fill, gives demos, qualifies prospects, books meetings, and retargets the rest. Customers running it are converting 30% more inbound traffic. Setup is a script tag and 30 minutes.\n\nLaunch announcement [here](https://www.linkedin.com/feed/update/urn:li:activity:7455240801065885696/) (would greatly appreciate a comment!).\n\n<https://www.youtube.com/watch?v=EHybZmEzyTs>\n\n**The Problem**\n\nMost B2B SaaS companies are bleeding pipeline through their front door.\n\nYour website is your highest-leverage asset. Every visitor you've paid for lands there. They often have the problem you solve but you just might not be fast enough to get to them in time before they leave or go to a competitor.\n\nBuyers now expect to talk to someone immediately. They don’t want to wait a day to schedule a call with an SDR to get a basic question answered.\n\nBut every \"AI chatbot\" we've seen since 2023 has the same architecture under the hood: a stateless GPT wrapper that rebuilds context from scratch on every message, hallucinates, and hands off \"qualified\" leads with no traceability.\n\nAEs aren’t fans and buyers see through them in two messages.\n\n**What we built**\n\n<https://www.youtube.com/watch?v=KkvDdJCsqd8>\n\nAI Autopilot is one agent on every page of your site. It pulls from your website, help center, internal docs, sales calls, sales methodologies, and CRM.\n\n![uploaded image](/media/?type=post&id=100530&key=user_uploads/409563/3ec0d6d3-bdec-4a67-9c20-5937dd63216d)\n\nIt picks its own qualification path. It generates slide decks on the fly mid-conversation, triggers the right videos by intent, and offers an optional video avatar so visitors talk to a person instead of a widget.\n\n![uploaded image](/media/?type=post&id=100530&key=user_uploads/409563/368692f0-3842-48b8-8297-2cdd41ab78d7)\n\n![uploaded image](/media/?type=post&id=100530&key=user_uploads/409563/e3d90e0a-3c84-418b-b28e-445d7ee67dd4)\n\nWhen the visitor doesn't book? AI Autopilot doesn't give up. It Slacks your team, sends a personalized follow-up email, and triggers LinkedIn retargeting for your top prospects.\n\nIt self-improves.\n\nIt analyzes every conversation against the goals you set, tunes itself, and is version controlled. You can watch it get better over time.\n\nIn our beta accounts, automated inbound meetings increased 30%.\n\n**Why now**\n\nWe started out compiling signals for B2B sales/marketing teams, like person-level website visitor data.\n\n![uploaded image](/media/?type=post&id=100530&key=user_uploads/409563/49b7ce12-478d-4b6f-a812-7a0810f6272a)\n\nIn the past year we took a different bet: build a context graph for B2B GTM first, then put agents on top of it.\n\nThe context graph is a unified, real-time data layer that connects every signal, action, note, and outcome for every account. When AI Autopilot engages a visitor, it knows they saw your LinkedIn ad last week, your SDR sent a follow-up email yesterday, and they downloaded a case study an hour ago. It doesn't have to \"look this up.” The context is already pre-computed in primitive stores it can query in milliseconds.\n\n![uploaded image](/media/?type=post&id=100530&key=user_uploads/409563/784e00dd-623d-42b2-94e4-fc67416b54a0)\n\nA blog post we wrote that covers how we think about the GTM space: [GTM Brain: Next Platform Owns Decisions, Not Data](https://www.warmly.ai/blog/gtm-brain).\n\n**Asks for the YC community**\n\n1\\. **Drop us a comment on our [launch post](https://www.linkedin.com/feed/update/urn:li:activity:7455240801065885696/)**. We’d love for more of our community to know us for building GTM agents and not just supply GTM data :).\n\n2\\. **Try us out.** Book a demo with us if this is something you’re interested in! <https://www.warmly.ai/p/book-a-demo>\n\nWarmly,\n\nMax, Carina & Alan",
        "url": "https://www.ycombinator.com/launches/Q9S-warmly-always-on-ai-sales-agent-for-your-website",
        "votes": 4,
        "created_at": "2026-04-29T17:07:12.204Z"
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        "id": 76035,
        "title": "Kitemaker - Build better software. Together.",
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        "body": "_**TL;DR:** Kitemaker is a tool that allows you to keep specifications, user feedback, roadmaps, and tasks in one place, providing a better workflow than any collection of product management, documentation, and issue-tracking tools. Is it fast? Yes. Is it simple and easy to use? Absolutely. In addition, it works very well to facilitate collaboration between engineering, design, and product management._\n\nHey!\n\nWe're Kevin and Sigurd, the co-founders of [Kitemaker](https://kitemaker.co/). We built Kitemaker because we felt that the tools we used for project management, collecting feedback, and writing specifications were disconnected. This resulted in engineers, designers, and product managers working in separate silos, making it harder to focus on what truly matters: building things that users want.\n\n# **The problem**\n\nMost YC companies have taken the wisdom of [Michael Seibels' \"Product Development Cycles\"](https://www.ycombinator.com/library/4e-guide-to-product-development) to heart. To reach product-market fit, we need to talk to customers, figure out what they want, build, launch, and then iterate. There are plenty of good tools to collect user feedback, write specification documents, and track tasks/issues.\n\nHowever, it's all disjointed. It’s easy to drop the ball on user feedback, which isn’t connected to the tool where we’re writing specs, which again isn’t connected to our issue tracker. It's easy to become disorganized or spend too much time project managing when we should be spending as much time as possible talking to users and iterating on the product and the messaging.\n\n# **Our solution -** Kitemaker\n\nKitemaker allows you to keep specifications, tasks, roadmaps, and user feedback in one place. We have carefully designed it to provide a better workflow than any collection of product management, documentation, and issue-tracking tools.\n\n![uploaded image](/media/?type=post&id=76035&key=user_uploads/394001/e6a52980-d8ce-450d-9e10-a956b9fe3884)\n\n# **How it works**\n\nThe basic unit in Kitemaker is the work item. It has a document where you can write your specifications and break them into tasks, as well as an activity feed for discussions and to see what is happening across the development tools. We encourage you not to split work items into many small pieces but rather use to-dos to keep track of the tasks. This way, you will be able to focus on what you plan to deliver to your users, rather than individual tasks. Additionally, you will have all the to-dos in the same place as your discussions and specifications, meaning there will be one place to see everything relevant to a new feature or a bug fix.\n\n![uploaded image](/media/?type=post&id=76035&key=user_uploads/394001/b736cb07-b7ca-4c58-adee-c43de4ae3fde)\n\nWhen you receive user feedback, we have a section where you can organize all of it. You can either write the feedback directly in Kitemaker, or you can use our Intercom or Zapier integrations (with more integrations to come). You can select any part of the feedback, capture it as an insight, and link it directly to work items. Since the insights and feedback will be directly linked to the work items, you and your team will know exactly what was said and by whom on the work item screen.\n\n![uploaded image](/media/?type=post&id=76035&key=user_uploads/394001/227b02d1-81c1-44a7-8ba1-7696c42f9183)\n\nThere are many more features and integrations for you to explore, so if you are curious, feel free to check out our [website](https://kitemaker.co/).\n\n# What our users love about Kitemaker\n\n* It's fast, easy to use, and simple to get started with.\n* Work items let you have specs, tasks, and discussions in the same place, making it easy for engineering, design, and product management to collaborate in the same tool.\n* Having user feedback directly connected to the stuff you are working on is incredibly powerful, and the Intercom integration directly syncs conversations into Kitemaker.\n* Our to-dos have everything engineers expect for issues, like git automation, referencing, and metadata, so the hierarchy fits perfectly for teams that focus on shipping awesome stuff to users.\n\n# Asks\n\nWe love all kinds of feedback, so if you are curious about Kitemaker, head over to [https://www.kitemaker.co](https://kitemaker.co/) and give us some feedback when you have tried it.\n\nYou can also join our [community here](https://join.slack.com/t/kitemakerco/shared_invite/zt-e7zjicw1-zbBpvLSRfOFKh3DutUAJ0A), where you can discuss Kitemaker or all things product development.\n\nWe’re also super interested in chatting with people about their product development process. Both to learn how you approach it or just give you some insights into what we have seen talking to many 100s of teams.",
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        "id": 90487,
        "title": "Customer Success Engineer (AI & Data Migration)",
        "url": "https://www.ycombinator.com/companies/stardex/jobs/lag1C1P-customer-success-engineer-ai-data-migration",
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        "location": "CA / US / GB / PT / FR / DE / CH / Amsterdam, NH, NL / Amsterdam, North Holland, NL / Remote (CA; US; GB; PT; FR; DE; CH; Amsterdam, NH, NL; Amsterdam, North Holland, NL)",
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        "id": 67354,
        "title": "Dots - 🤖 no-code bot builder for Discord",
        "tagline": "Build delightful experiences in Discord without code",
        "body": "We’re Sanket and Pranav, co-founders of [Dots](https://dots.community/?utm_source=launchyc). Dots helps community teams support and engage their Discord communities through automation and member insights.\n\n**😩 Problem:**\n\nWe have built communities in the past, and often we saw a ton of repetitive manual work required to build a great community. Community leads spend hours kicking bots/toxic members or answering FAQs, leading to burn out. Specifically on Discord, mods of busy servers are patching together 10 bots or building custom bots to add structure to their server. This is super confusing for community members too.\n\n**✨ Solution**\n\nEnter Dots - a no-code automation builder that helps community leads build great experiences in their Discord servers! Communities like Chainlink, the NBA, and Splice use Dots to onboard and engage thousands of members in their communities. The product consists of:\n\n* ⚡ **No code bot builder:** You can pick a trigger (e.g when a user joins a community, or when they click a button), and define various actions to fire off after (e.g. send a message, send a survey, etc). You can think about it like Typeform for Discord on steroids 🙂\n\n  ![uploaded image](/media/?type=post&id=67354&key=user_uploads/74037/675a5bb6-b8b8-47c7-966c-4078d5283ddd)\n\n* 📈 **Member analytics :** Tag members into segments directly from Discord and identify community champions (or members about to churn)\n\n  ![uploaded image](/media/?type=post&id=67354&key=user_uploads/74037/a25f65fd-6170-4a77-a3b9-c6b02fa54e65)\n\n\n👀 See it in action:\n\n* [Here’s a quick 3 min demo](https://www.loom.com/share/67334ccee36f417da62caa2ad8fdcbd8) on creating an automation flow → \n* [Join our Discord](https://discord.gg/WJFTPtvGGw) to see a flow in action (or just hang out with other Discord mods).\n\n### 🧡  [**Sign up now here!**](https://dots.community/?utm_source=launchyc)\n\nIf you run a Discord, we would love love love your feedback! Dots has a powerful free tier, and our paid pricing starts at $29 / mo and up for more advanced features & very large communities.\n\nIf you have any questions, [DM us on twitter](https://twitter.com/dots_hq), or join our [Discord](https://discord.gg/WJFTPtvGGw)!",
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        "votes": 17,
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    "long_description": "Forage filters low-priority emails from your Gmail. It sends you a clean, daily summary of the emails it filtered out, including a TLDR for every newsletter. It learns your preferences and gives you full control with custom rules. Works with any email app.",
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        "id": 88022,
        "title": "Forage Mail - Simplify your inbox",
        "tagline": "AI that solves email overwhelm. Not another mail app.",
        "body": "Hey Launch YC, I’m Richie, cofounder of Forage Mail! 👋\n\nForage has seriously changed my relationship to my inbox, and I'm excited for more of you to experience it.\n\n[Watch demo video](https://www.youtube.com/watch?v=fM9X4DhtlJk)\n\n# **The Problem**\n\n Email is the glue that holds our lives together. Calendar invites, receipts, notifications, newsletters, (and more) all end up in our inbox. But, it's like a digital junk drawer that other people put things in and then we have to sift through them every day.\\\n\\\nAnd it never ends! Even if we get to the bottom today, it just fills back up again tomorrow.\n\n# **What is Forage Mail?**\n\nForage is not a new email app you need to learn. It’s an AI that plugs right into your Gmail account and filters out your low-priority mail. Then, it sends you a clean daily summary with everything it filtered out—including a TLDR of every newsletter you received.\\\n\\\nForage AI auto-labels emails, learns from your preferences, and gives you full control with custom rules. You can continue using any email app you prefer while Forage works in the background to streamline your inbox.\n\n\\\n**Works with every mail app**\\\nForage doesn’t replace your mail app. It connects to your Gmail account and runs in the background. So you can continue checking email as usual.\n\n![uploaded image](/media/?type=post&id=88022&key=user_uploads/77398/aa81e95d-0fc4-4db3-b556-d688020466f6)\n\n\\\n**A beautiful daily summary**\\\nForage sends you a daily summary email with everything it filtered out of your inbox. It groups emails by type and summarizes your newsletters—this makes it easy to skim, scan, and move on.\n\n![uploaded image](/media/?type=post&id=88022&key=user_uploads/77398/96d9596d-b4d9-4f30-b5a8-01e8db5aeed0)\n\n\\\n**A TLDR for every newsletter**\n\nEver find it hard to keep up with your favorite newsletters. Now, you can get the key points in your daily summary email and decide which articles you want to read in-full. Forage even gives you an estimated read time for each article.\n\n![uploaded image](/media/?type=post&id=88022&key=user_uploads/77398/2321939a-c461-4a89-8993-b51a305de075)\n\n\\\n**Protects your inbox from unwanted senders**\n\nForage makes it easy to unsubscribe from any sender with one click. You can also mute entire categories of email so they never show up in your inbox. Sometimes, senders don’t respect your unsubscribe request, but Forage is able to hide them anyway.\n\n![uploaded image](/media/?type=post&id=88022&key=user_uploads/77398/aa638edf-f448-422e-a003-f49726b5ea1e)\n\n\\\n**You’re always in control**\n\nForage AI makes intelligent decisions so it works well out-of-the-box. It learns from your preferences so it gets smarter the longer you use it. You can also create custom rules so you can decide exactly how your email is handled.\n\n![uploaded image](/media/?type=post&id=88022&key=user_uploads/77398/418dd868-14e5-4f10-ae8d-b1f39fc27ef1)\n\n# **How to get started**\n\nForage takes 30-seconds to set up. All you need to do is connect your Gmail account and Forage will create your first summary with the last 24 hours of email in your inbox. Then it will continue monitoring for new emails going forward.\\\n\\\n_We have a 14-day free trial, and you can get 10% off for life using the discount code LAUNCHYC10._\\\n\\\nWe’d love to hear your ideas, feedback, and questions!\\\n\\\nSpecial thanks to all the early testers who have helped guide the product over the last few months. You all are real ones. Thank you!",
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        "votes": 10,
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    "all_locations": "Paris, Île-de-France, France",
    "long_description": "Google Calendar is built on hypotheses that are now deprecated. Now that most of our meetings are virtual, there is a massive opportunity to remove frictions at each step of the lifecycle of these meetings, and finally make calendars actionable.\r\n\r\nFrom Hera, users can:\r\n- Schedule a meeting or share availabilities\r\n- Prepare a meeting with the right context on attendees and past discussions\r\n- Join a meeting in one-click\r\n- Snooze a meeting to make sure you don't forget to follow-up\r\n\r\nAll of that without leaving the keyboard.",
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    "country": "ES",
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        "full_name": "Kirill Zakharov",
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        "linkedin_url": "https://www.linkedin.com/in/kirillzaharov",
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    "name": "LifeAt",
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    "all_locations": "San Francisco, CA, USA; Seattle, WA, USA",
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    "one_liner": "One tool to supercharge your productivity.",
    "team_size": 6,
    "industry": "Consumer",
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        "full_name": "Devin Ajimine",
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        "date": "Jan 30, 2023"
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      {
        "title": "How to Cowork Remotely With Friends—or Strangers | WIRED",
        "url": "https://www.wired.com/story/how-to-cowork-remotely/",
        "date": "Aug 21, 2022"
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    "name": "Spinach AI",
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    "all_locations": "Nashville, TN, USA; Remote",
    "long_description": "Backed by Y Combinator, Zoom and Atlassian, Spinach AI is the system of action for conversation data. Industry leaders like Abnormal AI and eToro use Spinach to capture and transform raw conversations into structured knowledge that powers people, agents, and LLMs across the enterprise, driving productivity for workers and strategic insight for leaders.",
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        "founder_bio": "Building the AI Meeting Assistant at 🥬 Spinach AI, backed by Y Combinator, Zoom & Atlassian. ",
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        "full_name": "Josh Willis",
        "title": "Co-Founder, VP Product and User Experience",
        "founder_bio": "Love user experience. AI is making this so interesting!",
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        "url": "https://techcrunch.com/2022/08/02/spinach-io-wants-to-help-agile-engineering-teams-run-better-online-meetings/",
        "date": "Aug 02, 2022"
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        "id": 66829,
        "title": "🥬 Spinach.io for Google Meet",
        "tagline": "Better daily standups in Google Meet",
        "body": "**TL;DR**\\\nUse [Spinach.io for Google Meet](https://chrome.google.com/webstore/detail/spinachio-daily-standup-t/eippeohhelpgpnchcfigkjmpepicilig) to align as a team in one visual space. No screen sharing or context switching. A faster, more-focused daily standup with instant notes. Free forever for one team.\n\n![uploaded image](/media/?type=post&id=66829&key=user_uploads/839578/82892fa5-1a08-4476-87cb-14851fbc28a7)\n\n**What’s** [**Spinach.io**](http://Spinach.io)**?**\n\nA great standup can save teams hours of confusion and misalignment. The problem is that most standups aren’t that great. People aren’t always prepared so they think out loud. It’s not engaging so people tune out. It’s easy to lose focus and stray off topic. If any of this sounds familiar - please give [Spinach.io](http://Spinach.io) a try and tell us what you think!\n\n**How it works**\n\n![uploaded image](/media/?type=post&id=66829&key=user_uploads/839578/baa2ba9d-7d8b-4fe1-bb2b-eba6041ab9de)\n\n🥬 **Before standup** - each team member prepares their check-in. You can choose from default Yesterday, Today, Blockers categories or create your own. Organizing your thoughts and planning your day helps you share meaningful context instead of trying to recall what you did yesterday.\n\n🥬 **During standup** - running a great standup takes work, and we do it for you. Spinach rotates through each persons’ check-in so there’s no deciding “who goes next”. If you have additional topics to discuss with the team add them to Team Topics and they’ll get added to the agenda.\n\n🥬 **After standup** - instant notes automatically posted to Slack and saved in app for future reference. Easily share status with stakeholders or catch up if you missed standup.\n\n🥬 **Async friendly** - we support async standups for days where you just want to share status updates but don’t have any blockers or other important topics to discuss.\n\n**How to try it**\n\n1\\. [Add our Chrome Extension](https://chrome.google.com/webstore/detail/spinachio-daily-standup-t/eippeohhelpgpnchcfigkjmpepicilig) and sign up\n\n2\\. On your next standup - join Google Meet and click the “S” icon on the bottom right to open Spinach in Meet\n\n[Spinach.io](http://Spinach.io) is free forever for one team and most teams who try it never go back. [Give us a try!](https://chrome.google.com/webstore/detail/spinachio-daily-standup-t/eippeohhelpgpnchcfigkjmpepicilig)",
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        "title": "Spinach.io - 🥬 Crush your daily standup",
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        "body": "**TL;DR**\\\nMost dev teams have standup every single day. If standup isn’t great, the team suffers daily. Spinach helps dev teams turn their standup into an optimized flow, build healthier meeting habits, and get time back every day. The best part? Try it for free!\n\n**How it works**\\\n**Before standup**\\\nSpinach reminds you to prep in Slack. Each person enters their updates in Spinach.\n\n![uploaded image](/media/?type=post&id=64195&key=user_uploads/868148/22db4952-4d8b-4816-9f7e-6e4632915d82)\n\n**During standup**\\\nSpinach rotates through each person so there’s no fumbling with “who goes next.”\n\nYou can see each person’s update and how long they’ve been speaking.\n\nHave something to discuss? Add it to Team Topics and Spinach will bring it up at the end to keep things moving.\n\n![uploaded image](/media/?type=post&id=64195&key=user_uploads/868148/9d919583-9a63-4921-89c4-24f9dddfd3ed)\n\n**After standup**\\\nSpinach keeps a summary and automatically posts it to Slack. You’ll have a record of all of your previous standups in the app.\n\n![uploaded image](/media/?type=post&id=64195&key=user_uploads/868148/b5fc1850-db72-44bd-808c-54d7c28d5a22)\n\n**Results**\n\n1. **Get time back** _“What took people 10 minutes to cover before, they can now cover in 15 seconds”_ - Austin from Lovage Labs\n2. **Each update is clear** _“When the team is prepared, the updates are more articulate and standup goes stupid fast”_ - Oded from Asurion\n3. **Focused on sprint goals**- _“Spinach saves all the discussion topics til the end. That was really hard to enforce before”_ Rebecca from Freedom Financial\n4. **Summary in Slack**- _“I love seeing today what I said I would do yesterday. It keeps us all accountable”_ Suhas from Courier\n\n**How to try it**\n\n**Try:** Go to [Spinach.io](https://www.spinach.io?yc) and try it for yourself. No demos. No credit cards.\n\n**Share:** Let us know what you think! Have friends who run standups? Please tell them they can get time back every day with Spinach.\n\n**Save:** Try it free!",
        "url": "https://www.ycombinator.com/launches/GhP-spinach-io-crush-your-daily-standup",
        "votes": 110,
        "created_at": "2022-06-29T20:59:08.156Z"
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    "name": "Ozone",
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        "full_name": "Max von Wolff",
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        "date": "Nov 08, 2023"
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        "title": "Ozone: The fastest way to edit videos with AI!",
        "tagline": "Create engaging videos in seconds using our first-of-its-kind creative tool in the browser. Ozone unites AI, pro video editing tools, and real-time collaboration.",
        "body": "**tl;dr:** create social media, marketing, or product videos faster than ever before with AI. Sign up now and move all of your content workflows to Ozone in minutes.\n\n![uploaded image](/media/?type=post&id=81725&key=user_uploads/693933/d87084c8-86ff-48c6-b975-04f42facd54b)\n\n—\n\nHey YC!\n\n[Ozone](https://ozone.pro/) is the fastest way to edit video with the help of AI. After nearly 3 years of building and 6 months of testing, Ozone is finally coming out of its beta phase. With it, you can:\n\n✨ **Generate AI media** like videos, images, sound effects, music, and speech directly within our editor.\n\n🎥 **Edit like a pro** by removing silences, generating captions, animating and keyframing your videos, color grade, crop — leverage pro features without needing to be a pro!\n\n🏞️ **Store and organize all your media** in one unified place in the cloud.\n\n👥  **Share and collaborate** on your video projects with your team by leaving comments, approving videos, and making final edits in real time.\n\n\\\n**What can I use Ozone for**\n\n📱Short-form product or marketing videos on TikTok, IG Reels, or YouTube Shorts\n\n🪄Generative AI stock and art\n\n🎥 YouTube company content, podcasts and updates\n\n\\\n**Get access for your team**\\\n\\\nSend me an email at [hello@ozone.pro,](mailto:max@ozone.pro) and we’ll set up an onboarding call with your team! If you’d like to try Ozone individually, sign up [**here**](https://app.ozone.tech/register) and get set up in minutes. Feedback is much appreciated!",
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    "name": "Fieldproxy",
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    "country": "IN",
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        "full_name": "Swaroop Vijayakumar",
        "title": "Founder",
        "founder_bio": "2x enterpreneur, love solving problems for customers, IIM Kozhikode",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/swaroopcmc/",
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        "full_name": "Balakrishna Balasubramanian",
        "title": "Founder",
        "founder_bio": "Worked across a variety of roles in software development, as expected of a tech co-founder.\nLove working on new products and ideas. If it changes the world, great. If it doesn't, at least I'd have some fun.",
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        "title": "Y Combinator leads $750k round of India-based SaaS firm | techinasia",
        "url": "https://www.techinasia.com/combinator-leads-750k-indias-saas-firm",
        "date": "Jul 13, 2022"
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      {
        "title": "Streamlining On-Ground Teams, DIY Style | Outlook Business",
        "url": "https://www.outlookbusiness.com/enterprise-3/big-idea-14/streamlining-on-ground-teams-diy-style-6358",
        "date": "Jan 09, 2022"
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      {
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        "url": "https://www.entrepreneur.com/article/383795",
        "date": "Sep 06, 2021"
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        "title": "[Funding alert] SaaS platform Fieldproxy raises Rs 2 Cr in seed round",
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        "title": "🚀 Fieldproxy — Retool for field teams",
        "tagline": "Meet Fieldproxy, the platform that helps you build internal apps using no-code",
        "body": "**👋 Hi All!**\n\nThis is [Swaroop](https://www.linkedin.com/in/swaroopcmc/) and [Bala](https://www.linkedin.com/in/balakrishna-balasubramanian-a624a8106/) and we are extremely stoked to launch [Fieldproxy](http://fieldproxy.com/) to the world\n\n---\n\n💡 **Problem**\n\nWe ran a product development agency prior to this where we had built around 60 internal apps across 20 companies to manage their on-ground teams. These companies were across legacy industries like consumer goods, mining, telecom, pharma and energy.\n\nOrganisations across these industries have been using archaic decades-old ERP systems to manage their on-ground field teams. These systems are extremely rigid and inflexible. There are very limited options for such companies to choose.\n\n80% of the mobile workforce is deskless, but the majority of the productivity and internal SaaS tools are being built for 20% of desk workers. Hence the need for these companies to build reach out to development agencies to build bespoke internal applications or hire an in-house internal tech team - both of which are bound to lead to disastrous results, given technology is not the forte’ of such industries\n\n---\n\n💛 **What We Do**\n\nWe help businesses with field teams build internal mobile applications within 10 minutes to streamline their on-field operations.\n\nThink giving the power of building tools similar to what Uber or Doordash may use to manage their on-ground workforce to some of these traditional industries!\n\nYou can check out our detailed product overview page [here](https://www.fieldproxy.com/product)\n\n---\n\n💪**Product Demos/Walkthrough of Use Cases**\n\n1. Quick Product Overview - click [here](https://fieldproxy.hippovideo.io/video/play/t5JWAkAwEnG3dJiJsnfap_pEOhi1ZH8tokDbs9lhJ6k?utm_source=hv-campaigns&hreferer=private&_=1648446641)\n2. If you are in the Logistics space and want a take a look at the detailed location intelligence possible on the platform - click [here](https://www.loom.com/share/21288e2dcadf421981f09921f9294578?sharedAppSource=personal_library)\n3. If you run a Field servicing or field operations, click [here](https://fieldproxy.hippovideo.io/video/play/mH8rVjfpdDG-V1yHuwtjmkjedPkNUnVFegAPVZlC5ZA?utm_source=hv-campaigns&hreferer=private&_=1648446631) to see a short video on how to\n4. If you manage a Field Sales team, click [here](https://fieldproxy.hippovideo.io/video/play/WBhOyuWNfypZKDTx5_B_SEYNZeV3WpxVHJwSjGTsO94?utm_source=hv-campaigns&hreferer=private&_=1648446631) to see a short video on how to build a simple app with CRM-like functionality for your on-ground sales team\n\n---\n\n---\n\n💁‍♂️ **Asks**\n\n* **No-Code experts**/Founders of No-Code companies - If you are in the no-code space, would love to connect. We are still figuring out our GTM - and would love to have a quick 20-minute chat with people who have been there and done that. We will ensure we keep the questions very concise and specific!\n* **Industry Experts -** We are scaling up our template library in the consumer goods and field service verticals. If you are targeting similar industries or know someone in these industries who is up for a 40-hour paid consulting gig, please do let us know!\n* **Users** - Finally, if you do manage an on ground team, please do let me know! Would love to get on a call and help setup the workflows and applications that can help you get visibility and streamline your field operations\n\nIf there are any queries, feel free to drop a mail at [swaroop@fieldproxy.com](mailto:swaroop@fieldproxy.com) ",
        "url": "https://www.ycombinator.com/launches/GjB-fieldproxy-retool-for-field-teams",
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        "created_at": "2022-07-04T13:04:03.510Z"
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        "full_name": "Milad Malek",
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        "experience": "3+ years",
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        "title": "🎯 Dart: Cursor for Project management",
        "tagline": "Plan projects by chatting with Dart, then hand tasks to AI agents to get things done.",
        "body": "Hey, we’re Dart, and we’re launching AI Chat and Agents on YC and [ProductHunt.](https://www.producthunt.com/products/dartai)\n\nhttps://youtu.be/wdOTDKvaZS0\n\n# **Problem**\n\nProject management involves many hurdles. Tasks falling through cracks, team members wondering what they should be working on, and PM work that takes up more time than the projects themselves. Most project management tools force you to spend an inordinate amount of time on the “management” side instead of talking to users and building products.\n\nLegacy productivity and PM tools have been slow to adapt to LLMs, and even the newer, better ones have only recently begun clumsily tacking on AI features in an attempt to keep up with the trend.\n\n# **Solution**\n\nWe built Dart with AI incorporated from the ground up so teams stop managing logistics and start delivering outcomes. Most PM tools add “AI features.” Dart is fundamentally designed around AI: chat is the UI and agents are first-class collaborators.\n\n* **AI Chat:** Chat to create projects, tasks, subtasks, timelines, specs, and reports. Then conversationally manage your projects as you go\n* **AI Agents:** Invite our built-in or third-party custom agents to handle tasks across all roles such as marketing, design, sales, and coding\n* **Plug into your stack:** Connect all your tools like ChatGPT, Claude, Cursor, n8n, Slack, Discord, GitHub and more\n\n# **Our asks**\n\n* 🎯 Try out Dart today! Sign up at [dartai.com](https://dartai.com/) and leave us some feedback.\n* 😻 Support [our Product Hunt launch](https://www.producthunt.com/products/dartai)\n* We’re hiring for dev and marketing roles! [Apply here.](https://www.ycombinator.com/companies/dart/jobs)",
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        "title": "Dart - AI-powered project management",
        "tagline": "The AI tool that will save you seven hours per week in project management overhead",
        "body": "# tl;dr\n\n[Dart](https://www.dartai.com) is a fully-featured project management tool that uses AI to assist with roadmap planning, report generation, breaking tasks into subtasks, and executing on basic writing and design tasks. Teams use Dart in order to plan better and eliminate regular PM chores from their schedule, freeing up seven hours per week to focus on other work.\n\n![uploaded image](/media/?type=post&id=78558&key=user_uploads/850757/7bf68dfc-c1d3-409b-8b7d-995cca92e54c)\n\n# The problem\n\nIt's critical for teams to have some sort of project management system that works in order to stay organized and keep making progress. The issues arise when that project management process begins to take up an undue amount of time. Common processes like filling out and categorizing tasks, writing PRDs, cleaning out the backlog, and other ‘work about work’ are seen as simply the cost of doing business when using legacy tools.\n\n# Solution\n\nDart provides a more intelligent project management suite that will save each person on your team seven hours a week in standard PM busywork. In addition to best-in-class management for tasks, documents, roadmaps, calendars, and more, Dart also boosts your productivity with a suite of helpful AI enhancements.\n\nhttps://youtu.be/CMsBAv9CCyU\n\nThese AI functions include:\n\n\\- Automatic standup, changelog, and project report generation\n\n\\- Roadmap planning\n\n\\- Duplicate task detection\n\n\\- Subtask generation\n\n\\- Automatic Task execution with agents (currently for writing and design tasks)\n\n\\- Task categorization and filling (e.g. automatically assigning tasks to the right person)\n\n\\- AI-powered brainstorming\n\n\\- ChatGPT integration\n\n# Our Ask\n\nTry it out! [Dart is freely available](https://app.dartai.com/sign-up) to use now and start managing tasks with your team. We'd love to support and are always welcome to ideas or feedback.",
        "url": "https://www.ycombinator.com/launches/KR4-dart-ai-powered-project-management",
        "votes": 424,
        "created_at": "2024-02-20T16:06:22.408Z"
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    "all_locations": "Portland, OR, USA; Providence, RI, USA; Remote",
    "long_description": "Stackshine is creating mission control for enterprise IT teams. We discover all the software being used across their organization and then automate workflows related to onboarding/offboarding, cost savings, and security. ",
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        "title": "Timefinder - The simplest way to send calendar invites across timezones",
        "tagline": "Just enter your timezones and find a time that works for everyone!",
        "body": "Check out [TimeFinder](https://timefinder.xyz) by team [Livedocs!](https://livedocs.com)\n\n![uploaded image](/media/?type=post&id=79581&key=user_uploads/95547/f52c44e1-e980-4913-84bb-df52e66403fd)\n\nBeing a remote team means we'd often send a calendar invite where somebody was dialing in in the wee hours of the morning or late at night. Timezones are complex! It's so easy to accidentally send a calendar invite for an awkward time.\n\n![uploaded image](/media/?type=post&id=79581&key=user_uploads/95547/3e95ebc2-b1e3-4009-bae2-61eb734c597a)\n\nDriven by our own experiences as a remote team at Livedocs (🇺🇸🇦🇪🇮🇳🇷🇴🇨🇦🇺🇦) and the desire to solve this universal problem, we crafted a simple yet powerful utility. Designed to streamline the scheduling process, our tool effortlessly finds a time that accommodates everyone, saving you from the headache and the hassle.\n\n![uploaded image](/media/?type=post&id=79581&key=user_uploads/95547/3ecb02b8-c38b-4c52-8913-420c19d254b6)\n\nNo sign up needed, just enter your timezones and find a time that works for everyone!",
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        "tagline": "A living expert on your repo with full awareness of your codebase",
        "body": "# Mutable ai is a living expert on your repo with full awareness of your codebase\n\nWe created an AI expert on your codebase with _infinite effective context length_ by creating an always up-to-date wiki on your codebase (language models are really good at using language to navigate codebases it turns out!)\n\nSee the chat in action on [ollama](https://wiki.mutable.ai/ollama/ollama):\n\n![uploaded image](/media/?type=post&id=82174&key=user_uploads/904867/ac16cfe8-73d9-45ea-93b4-bc0666ee73a7)\n\nThe wikis have citations to your code, code diagrams, ability to revise it with AI, and it’s always up to date. Here is an [example](https://wiki.mutable.ai/ollama/ollama):\n\n![uploaded image](/media/?type=post&id=82174&key=user_uploads/904867/2dab2550-772e-4987-bd8d-95aa105bfb1d)\n\nPR bot that summarizes changes to the wiki with a nice diff view:\n\n![uploaded image](/media/?type=post&id=82174&key=user_uploads/904867/73d44099-d131-494a-9420-3a1a9ebf213b)\n\n![uploaded image](/media/?type=post&id=82174&key=user_uploads/904867/6de4274c-3880-457d-83a2-431cfc99ffca)\n\n",
        "url": "https://www.ycombinator.com/launches/LNO-mutable-ai-a-living-expert-on-your-codebase",
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        "title": "Auto Wiki v2 by Mutable.ai: Convert your codebase into a wiki style article now with diagrams",
        "tagline": "Now featuring code diagrams and the ability to use AI to revise your wiki.",
        "body": "[Mutable.ai](http://Mutable.ai) is excited to introduce Auto Wiki v2! Our technology transforms your codebase into Wikipedia-style articles. Now featuring code diagrams and the ability to use AI to revise your wiki, it’s our favorite way to learn about new codebases and maintain up-to-date documentation.\\\n\\\nCheck out our release video for more information: <https://www.youtube.com/watch?v=HiP563Q9Sws>\n\nGetting started is easy: simply visit [wiki.mutable.ai](http://wiki.mutable.ai/), pick the repo you are interested in, and let our AI take care of the rest. Our new basic tier costs just $2/repo/month, and for a limited time, you can use the coupon code XDOTCOM to generate them for $1/mo.\n\nWe made a number of improvements with your feedback in mind, including:\n\n* Code diagrams generated in Mermaid\n* Filter and search for your wiki\n* AI revision with instruction\n* Manual edits to revise wikis\n* Better underlying model\n* Private repo support that follows the permissions of the repo\n* Wiki is updated automatically every month and with each commit with our upcoming PR bot.\n\nPlease note you will only be able to edit a wiki if you’re a contributor or sponsor of a repo.\n\nThank you!\n\nPS Here are some more example v2 wikis:\n\n<https://wiki.mutable.ai/princeton-nlp/SWE-agent>\n\n<https://wiki.mutable.ai/bitcoin/bitcoin>\n\n<https://wiki.mutable.ai/karpathy/llm.c>\n\n<https://wiki.mutable.ai/openai/transformer-debugger>\n\n<https://wiki.mutable.ai/tensorflow/tensorflow>\n\n<https://wiki.mutable.ai/Significant-Gravitas/AutoGPT>",
        "url": "https://www.ycombinator.com/launches/KrT-auto-wiki-v2-by-mutable-ai-convert-your-codebase-into-a-wiki-style-article-now-with-diagrams",
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        "title": "Auto Wiki: Turn your repo into a wiki with AI",
        "tagline": "Auto Wiki generates a wiki style website based on your repo",
        "body": "Mutable.ai is proud to introduce Auto Wiki, which lets you generate a Wiki-style website to document your codebase. Citations link to code, with clickable references to each line of code being discussed. Here are some examples of popular projects: \\\n\\\nReact: <https://wiki.mutable.ai/facebook/react>\\\nOllama: <https://wiki.mutable.ai/jmorganca/ollama>\\\nKubernetes: <https://wiki.mutable.ai/kubernetes/kubernetes>\\\nD3: <https://wiki.mutable.ai/d3/d3>\\\nBitcoin: <https://wiki.mutable.ai/bitcoin/bitcoin>\\\nTerraform: <https://wiki.mutable.ai/bitcoin/bitcoin>\n\n![uploaded image](/media/?type=post&id=77591&key=user_uploads/904867/af4c7637-aa61-4979-97ee-35370632ed8a)\n\nAuto Wiki makes it easy to see at a high level what a codebase is doing and how the work is divided. In some cases, we’ve identified entire obsolete sections of codebases by seeing a section for code that was no longer important. Auto Wiki relies on our citations system which cuts back on hallucinations. The citations link to a precise reference or definition, meaning the wiki generation is grounded on the basis of the code being cited rather than free-form generation. \n\n[ ](https://www.youtube.com/watch?v=HiP563Q9Sws])\n\\\nWe're running Auto Wiki on the most popular 1,000 repos on GitHub. If you want us to generate a wiki of a public repo for you, send us a note at [info@mutable.ai.](mailto:info@mutable.ai) The wikis take time to generate as we are still ramping up our capacity, but we’ll reply that we’ve launched the process and then come back with a link to your wiki when it’s ready. \\\n\\\nFor private repos, you can use [wiki.mutable.ai](http://wiki.mutable.ai) to generate them simply by signing in, authorizing the repo, and paying for generation. We also offer private deployments with our model for enterprise customers; ping us at [info@mutable.ai](mailto:info@mutable.ai). \\\n\\\nAnyone who already has access to a repo through GitHub will be able to view the wiki, only the person generating the wikis needs to pay to create them. Pricing starts at $4 and ramps up by $2 increments depending on how large your repo is. In an upcoming version of Auto Wiki, we’ll include other sources of information relevant to your code and generate architectural diagrams. Please check out Auto Wiki and let us know your thoughts! Thank you!",
        "url": "https://www.ycombinator.com/launches/KBT-auto-wiki-turn-your-repo-into-a-wiki-with-ai",
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        "tagline": "Build and understand software using just English",
        "body": "Introducing [app.mutable.ai](http://app.mutable.ai) for codebases. We help you develop software by using (1) AI codegen to create features, (2) AI enhanced explanation and search, (3) Suggest improvements to your code, (4) Seamlessly switch from your laptop to the cloud and back with our cli tool.\n\nComing soon: auto standup, auto bug identification, auto wiki creation, and a revamped VS Code extension + a new Jetbrains extension.\n\n[ ](https://youtu.be/SdAteyB4-Uw)",
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        "title": "Pilot AI - turns your sales calls into CRM data, automatically",
        "tagline": "Never update a CRM record again - turns every sales calls into detailed notes and structured data that updates your CRM directly.",
        "body": "**tl;dr** [Pilot](https://www.getpilot.ai/) produces detailed notes and field updates that directly update the CRM after every sales call. For reps, this eliminates hours of admin work a week spent reviewing calls and updating the CRM (instead of selling). For sales leaders, this is the only way to ensure that high-quality data is produced and logged from every sales call.\n\nHi everyone, I’m Max - the founder of Pilot AI.\n\nI’ve previously worked as a software engineer at Salesforce, built and scaled Tech & Product at Clipboard Health (W17), and then built out Revenue Operations at Welcome (S20), where it was my job to chase down sales reps every week to update Salesforce. Our reps could spend two hours a day going back through calls to take detailed notes and update the CRM - they all complained loudly about it, and they could have spent that time selling more.\n\nPilot frees up all of this wasted time through automation and makes it possible to maintain a clean CRM that can be used to produce accurate forecasts.\n\n![uploaded image](/media/?type=post&id=65138&key=user_uploads/1028295/b95d6aca-12e8-4c0f-b641-c01c8d281c49)\n\n## **What’s the problem?**\n\nSalespeople can spend 25% of their day writing up notes and updating the CRM, which they could spend generating more revenue. Every salesperson despises this part so much that frequently, they just don’t do it. This causes numerous problems including making deals difficult to review, handoffs impossible and forecasting inaccurate.\n\n## **The Solution?**\n\n**Stop relying on salespeople to take notes and update the CRM**.\n\nPilot is an AI assistant that generates detailed notes and structured data that call that updates the CRM for every call. The notes are easy to read and don’t include the rambling, small talk and pauses of the conversation but instead capture the most important points. \n\nForm every conversation, Pilot produces:\n\n1. A scannable summary\n2. Datapoints that map to CRM fields\n3. Every question asked by the rep and the most important parts of the prospect's answer\n4. Additional essential points that the prospect made during the call\n\n## **We'd love to hear from you!**\n\nIf you’re facing this problem in your organization - we’d love to show you our magic trick. [Schedule a demo!](https://calendly.com/max-pilot-ai/30min)\n\nIf you’re thinking of a sales leader that this would help, we’d love an intro! [max@getpilot.ai](mailto:max@getpilot.ai)\n\nWe’re always interested in talking to reps as well; send me an email if you’d like to use Pilot!\\\n\\\n<https://www.getpilot.ai/>\\\n[max@getpilot.ai](mailto:max@getpilot.ai)",
        "url": "https://www.ycombinator.com/launches/Gwc-pilot-ai-turns-your-sales-calls-into-crm-data-automatically",
        "votes": 45,
        "created_at": "2022-08-04T17:48:02.591Z"
      }
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  },
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    "id": 26756,
    "name": "Midplane",
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    "website": "https://midplane.ai/",
    "all_locations": "Berlin, Berlin, Germany; Remote",
    "long_description": "Companies are connecting AI coding agents like Cursor and Claude directly to their databases — where one wrong command can delete data or leak customer records. Midplane sits in between and controls what each agent is allowed to do: it blocks dangerous queries, hides sensitive data, and keeps a record of everything the agent touches. It’s open source, and runs either as a hosted service or on your own servers.",
    "one_liner": "The safety layer between AI agents and your database",
    "team_size": 2,
    "industry": "B2B",
    "subindustry": "B2B -> Engineering, Product and Design",
    "launched_at": 1658837091,
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    "status": "Active",
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    "stage": "Early",
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    "url": "https://www.ycombinator.com/companies/midplane",
    "api": "https://devasheeshg.github.io/yc-api/batches/summer-2022/midplane.json",
    "year_founded": 2022,
    "city": "Berlin",
    "country": "DE",
    "linkedin_url": "https://www.linkedin.com/company/midplane",
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    "github_url": "https://github.com/midplaneai",
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    "founders": [
      {
        "user_id": 825709,
        "full_name": "Dustin Lange",
        "title": "Founder",
        "founder_bio": "Dustin is co-founder of Midplane. Dustin has 8.5 years of industry experience at Amazon as Machine Learning Scientist and Applied Science Manager. He founded a team that built tools for data quality measurement and cleaning, including Deequ (2.4k+ stars on GitHub). Dustin later owned data products powering the Amazon product search page, used by millions of users every day. Dustin holds a PhD in database systems from Hasso Plattner Institute, Potsdam, Germany.",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/dustin--lange/",
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        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/0236f2b924cc4a53bf62faedf2455f746f33d45b.jpg"
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    ],
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    "launches": [
      {
        "id": 79742,
        "title": "IvyCheck – Guard against AI risks with real-time checks",
        "tagline": "An API for ensuring the integrity and safety of your AI application",
        "body": "**TL;DR:** [IvyCheck](https://www.ivycheck.com/) offers an API designed for classifying user- and AI-generated texts, along with extracting sensitive data. Our specialized machine-learning models ensure the safety and quality of your AI app in real-time.\n\n![uploaded image](/media/?type=post&id=79742&key=user_uploads/825709/1100f870-2ce1-44f4-a45f-2c1f640a2867)\n\n### What are AI risks?\n\nAI-powered interfaces such as chatbots emerge and pose **new AI risks:**\n\n* **Prompt Injection Attacks:** Attackers try to manipulate language models to execute unauthorized actions or access sensitive data. These attacks exploit the way AI interprets inputs as natural language text. Prompt injection attacks create a risk that spans from data exfiltration to influencing decision-making processes.\n* **PII Data Leakage:** Customers may include sensitive data in requests that are then sent to LLM providers. Companies must ensure that sensitive data is detected and redacted from requests.\n* **Hallucinations:** Chatbots in RAG applications use context retrieved from document stores, posing the risk of hallucinated, inaccurate, off-topic, or made-up information to users. IvyCheck evaluates whether chatbot answers are faithful to the provided context.\n\n![uploaded image](/media/?type=post&id=79742&key=user_uploads/825709/84a94c2d-9885-461e-a9f0-0724ccf1748a)\n\n### How does IvyCheck help?\n\nIvyCheck provides a library of checks for managing AI risks in your application. IvyCheck is:\n\n* **Flexible**: You can add checks to your LLM app with **just 2 lines of code** and protect your users and your data from prompt injection attacks, PII data leakage, and hallucinations. Works regardless of which LLM provider you use in your app.\n* **Secure**: We use customized, fine-tuned models for the checks. We self-host all our models and your data is not sent to third-party model providers.\n* **Fast**: Since the models are small and specialized, you can expect a latency under 100-200 ms. If you require even faster endpoints, please get in touch!\n\n### The founding team\n\n![uploaded image](/media/?type=post&id=79742&key=user_uploads/825709/6e2a1539-300a-4ab5-ac5a-46318b4e89d2)\n\nWe’re [Tammo](https://de.linkedin.com/in/tammo-rukat-34529471) (left) and [Dustin](https://www.linkedin.com/in/dustin--lange/) (right). We met at Amazon, where we were part of the Core Machine Learning team in Berlin. We worked on systems for large-scale data quality checks, missing value imputation, and search filter optimization. We’re both obsessed with delighting our customers and solving their toughest challenges! Let’s create a safer world with AI.\n\n### How do I get started?\n\nVisit [https://ivycheck.com](https://ivycheck.com/) or [book a call](https://ivycheck.com/request-demo) directly with us. We’d love to get in touch and help you make your AI app safe today!",
        "url": "https://www.ycombinator.com/launches/KkA-ivycheck-guard-against-ai-risks-with-real-time-checks",
        "votes": 5,
        "created_at": "2024-03-27T14:54:09.208Z"
      },
      {
        "id": 74336,
        "title": "Deekard - Instant answers from your database with AI",
        "tagline": "Stop waiting on data teams, guessing at undocumented schemas, and debugging SQL. Start getting answers.",
        "body": "**TLDR:**\n\nDeekard is your one-stop shop for fast and easy data analysis. Just enter your database details, ask your burning questions, and let Deekard do the rest. Forget waiting on your data team - it’s time to get your answers fast.\n\n**Problem:**\n\nYou are collecting data about your business and want to become more data-driven in your decision-making. But you’re hitting some speed bumps:\n\n* **Waiting game:** You’re stuck in a queue, waiting for your data team to free up and handle your request. They can’t update the dashboards fast enough or don’t have time to work on your ad-hoc data requests.\n* **No time to write SQL**: You’ve got a business to run, not a course in SQL to take. It should be simple to run your database queries, not a guessing game.\n* **Documentation? What documentation?** You look at your team’s data warehouse and you don’t understand what’s in there. There’s no documentation and you have no idea if that column really contains the data you hope for.\n\n**Solution**\n\nDeekard gives you a powerful, integrated analytics experience - powered by AI. Connect your database and you’re ready to go.\n\n![uploaded image](/media/?type=post&id=74336&key=user_uploads/825709/f9b112f8-94be-4f61-a329-3ce789b49b53)\n\n* **Requests in plain English**: Get started with your request in natural language and Deekard takes care of translating it into a database query. Refine your request with a graphical query builder - or just edit the plain English request. You can also switch to SQL mode - _and back -_ whenever you like.\n* **Explore your database**: See what’s _inside_ your database. Deekard automatically profiles your data and creates that missing documentation for you. This helps with writing queries that actually work.\n* **Team effort**: Share the AI-powered query editor and unblock your whole team. They can instantly reuse your database connection and ask their own questions.\n\n![uploaded image](/media/?type=post&id=74336&key=user_uploads/825709/3623b336-0a6f-44ec-a3f8-9c8d5babf861)\n\n**Ask:**\n\nTry Deekard! Start at [deekard.com](https://www.deekard.com). Tell us what you think at [founders@deekard.com](mailto:founders@deekard.com).\n\nIf you have a few min for a chat about Deekard, please book time with us [here](https://calendly.com/d/dxz-ddm-67k/deekard-call).\n\nThank you!\\\nDustin and Tammo",
        "url": "https://www.ycombinator.com/launches/JKy-deekard-instant-answers-from-your-database-with-ai",
        "votes": 15,
        "created_at": "2023-08-23T13:49:23.717Z"
      },
      {
        "id": 71231,
        "title": "🤖 Deekard - Your autonomous assistant for data science and analytics",
        "tagline": "We use generative AI to make all data tasks effortless and accessible: extract, transform, analyze, and visualize data using only natural language.",
        "body": "Hey everyone! We’re Tammo and Dustin from [Deekard](https://www.deekard.com/).\n\n**_TL;DR:_** _Deekard is an all-in-one data science and analytics assistant. Connect your data source and get any question answered and any task executed, using only natural language. Powered by GPT-4, our AI model understands your intent, plans workflows, and executes them step-by-step._\n\n**The Problem**\n\nData science involves a wide range of skills, tools, and formats, which can be challenging to learn and manage. Tasks like extracting data with SQL, training machine learning pipelines with Python, and visualizing data using frameworks such as Vega are time-consuming, iterative, and error-prone.\n\n**Our Solution**\n\nDeekard simplifies data science by offering a chat interface where you simply state what you want to do and watch the AI select the right tools in the right order. Like in a data science notebook, you can refer to previously created datasets and refine or combine them later in the conversation. Data science has never been easier or more approachable.\n\n![uploaded image](/media/?type=post&id=71231&key=user_uploads/825709/1d06fb3a-336e-4c6f-b93a-ce38f4a0a6f1)\n\n**Features**\n\n📚 Database: Write queries in natural language and let Deekard translate them into SQL for you! Simply state your query, and you'll receive the result table.\n\n🐍 Python: Transform data or apply machine learning models with ease. Just write your request, and Deekard translates it into Python code and executes it. You'll get the results in no time.\n\n📊 Visualization: Generate charts with natural language. Deekard translates your request into Vega-Lite specifications and creates beautiful visualizations. Apply changes to charts just by writing them down.\n\n🧠 Wikipedia: Enrich your datasets by retrieving tables from Wikipedia. Just write your request, and Deekard will access the world's greatest knowledge base for you.\n\n🎯 Task Organization: Write complex requests, and Deekard will split them into multiple tasks that are executed in the right order.\n\n**Start Today**\n\nYou can start using Deekard today at [deekard.com](http://deekard.com). \n\nThank you for your support, and we look forward to hearing your thoughts on Deekard! 🎉",
        "url": "https://www.ycombinator.com/launches/IWt-deekard-your-autonomous-assistant-for-data-science-and-analytics",
        "votes": 13,
        "created_at": "2023-04-27T14:07:14.366Z"
      }
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    "id": 26780,
    "name": "Stellar",
    "slug": "stellar",
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    "website": "http://www.stellarapp.io",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "A fool-proof goals platform using GPT to help teams write and track SMART goals at every level. Automates manual, redundant tasks that take time away from team’s high-impact contributions.\r\n",
    "one_liner": "AI-powered business goals",
    "team_size": 3,
    "industry": "B2B",
    "subindustry": "B2B",
    "launched_at": 1662916743,
    "tags": [
      "SaaS",
      "B2B",
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    "isHiring": false,
    "nonprofit": false,
    "batch": "Summer 2022",
    "status": "Inactive",
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    "regions": [
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      "America / Canada",
      "Remote",
      "Partly Remote"
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    "stage": "Early",
    "app_video_public": false,
    "demo_day_video_public": false,
    "app_answers": null,
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    "url": "https://www.ycombinator.com/companies/stellar",
    "api": "https://devasheeshg.github.io/yc-api/batches/summer-2022/stellar.json",
    "year_founded": 2022,
    "city": "San Francisco",
    "country": "US",
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    "app_video_url": null,
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    "primary_partner": {
      "name": "Aaron Epstein",
      "url": "https://www.ycombinator.com/people/aaron-epstein"
    },
    "founders": [
      {
        "user_id": 997645,
        "full_name": "Angela Dao",
        "title": "Founder",
        "founder_bio": "Angela is the co-founder and CEO of Stellar. Before Stellar, she was a Product Management leader with almost a decade of experience scaling high growth startups. As an early product manager at Affirm, she scaled its nascent consumer product to $2B in annual volume, launched the Affirm Marketplace, and grew their omnichannel vertical by 2x. She was also an early product manager at Earnin, a fintech unicorn, where she launched the mobile app to multiply WAUs and transform unit economics.",
        "is_active": false,
        "linkedin_url": "http://linkedin.com/in/angeladao",
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        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/d84dda4eae68872f400b861d5f72b928077cc420.jpg"
      },
      {
        "user_id": 1053750,
        "full_name": "Elise Nguyen",
        "title": "Founder",
        "founder_bio": "Elise is the co-founder and CPO of Stellar. Before founding Stellar, she was a Product Design leader at LinkedIn where she grew and scaled the Career’s design team (Job seekers, Salary, Talent brand, and Equity team) for LinkedIn's $6B Talent Solutions business. She has also worked at Symphony, the Slack for bankers, where she launched the first mobile experience for financial bankers, enabling bankers to work from anywhere. ",
        "is_active": false,
        "linkedin_url": "https://www.linkedin.com/in/elisetnguyen/",
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      },
      {
        "user_id": 1012066,
        "full_name": "Quan Zhou",
        "title": "Founder",
        "founder_bio": "Quan is the technical cofounder of Stellar and is passionate about technology that makes teams more effective and collaborative. Prior to Stellar, he was an early engineer at an HR unicorn Pave (S20) and built the technology stack from the ground up. Quan previously worked at Affirm (where he met Angela) and was on Bridgewater Trading technology team. He holds an engineering degree from Princeton. ",
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        "linkedin_url": "https://linkedin.com/in/quanzhou1",
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      {
        "id": 72653,
        "title": "Stellar 📈 - AI-powered OKRs",
        "tagline": "Turn your strategy into company-wide goals with AI",
        "body": "**TL;DR** - Implementing an OKR process that works for your team can feel impossible. [Stellar](https://www.stellarapp.io) drives alignment with an AI-powered OKR platform that simplifies writing and tracking goals.\n\nHi everyone - we’re Angela, Quan and Elise! Stellar is launching an AI product to tackle the biggest obstacles startups face when implementing OKRs.\n\n### **Problem**\n\n* **Writing cascading goals is hard -** after defining topline lagging metrics (revenue, churn, LTV, etc), each team member might not know how to write SMART goals that ladder up to them.\n* **Operational best practices are a mystery -** it’s hard to know where to start when creating a goal management process.\n* **A hero is required to drive accountability** - someone needs to step up to implement and enforce the process throughout the quarter, in addition to their full time job.\n\nIntroducing Stellar AI – a copilot for every employee that simplifies writing SMART, cascading goals and derisks them throughout the quarter.\n\n### **How it works**\n\nAnswer 4 simple questions and Stellar spins up a customized OKR workspace. An integrated experience uses GenAI to write your unique inspiring top-line goals and cascading domain-specific goals at all levels.\n\n![uploaded image](/media/?type=post&id=72653&key=user_uploads/997645/6097185e-9f26-4846-aaea-cdea8c355d6f)\n\nOnce goals are written, Stellar automates a recurring check-in process for your team throughout the quarter and year. These updates create an agenda for business reviews.\n\nStellar’s smart notification system drives accountability, resulting in an average of 85% of all goals being updated weekly. Additionally, If someone is stuck on a goal, Stellar AI recommends domain-specific next steps to help unblock them.\n\n![uploaded image](/media/?type=post&id=72653&key=user_uploads/997645/a2337bf7-ef1d-44d1-989d-d05a59590a07)\n\n### **Want to learn more?**\n\nBook [a demo](https://www.stellarapp.io) or reach out to [founders@stellarapp.io](mailto:founders@stellarapp.io), we’d love to show you what we’re building!\n\n![uploaded image](/media/?type=post&id=72653&key=user_uploads/997645/445e9f52-6e46-4c50-9096-0a099bb32ab2)\n\n",
        "url": "https://www.ycombinator.com/launches/Itp-stellar-ai-powered-okrs",
        "votes": 46,
        "created_at": "2023-06-29T17:35:17.450Z"
      },
      {
        "id": 65966,
        "title": "Stellar - Don’t let your team’s OKRs slip in 2023! 📈🌟",
        "tagline": "A goal tracking platform that drives agile collaboration and accountability. ",
        "body": "👋 We’re [Angela](https://www.linkedin.com/in/angeladao/), [Elise](https://www.linkedin.com/in/elisetnguyen/) and [Quan](https://www.linkedin.com/in/quanzhou1/), the co-founders of [Stellar](https://www.stellarapp.io/)! We were early hires at multiple unicorns and saw OKRs both fail and succeed. The orgs that get it right are those that act quickly and adapt to new information consistently over time.\n\nStellar is a goal tracking platform focused on agile communication so your team has a fighting chance of hitting their OKRs.\n\n![uploaded image](/media/?type=post&id=65966&key=user_uploads/997645/a7331fc6-b81e-4306-90a5-15f1ff0d625f)\n\n### **The problem with OKRs**\n\nSetting business goals is easy, but iterative execution is hard.\n\nToo many companies set OKRs, forget them in an isolated document and then realize they haven’t made sufficient progress. When OKRs aren’t reassessed openly on a recurring basis, you miss the opportunity to motivate your team, collaborate and unblock progress together.\n\n![uploaded image](/media/?type=post&id=65966&key=user_uploads/997645/ed098364-c2e7-449f-9436-f637d0041fc2)\n\nThe designated responsible person (usually a founder or Chief of Staff) spends hours a week running this process, when they could be working on strategic work.\n\n### **Achieve your goals with confidence**\n\nIf you’re ready to embed OKRs and agile collaboration in your organization, Stellar will help you:\n\n1. Stay focused and organized by linking your goals in an OKR tree\n2. Raise and remove blockers quickly through effective, asynchronous check-ins\n3. Save time with scheduled notifications and automatic reminders about missing updates\n\n### **Interested?**\n\n**We’re offering 50% off for the next 20 companies!**\n\nIf you’d like a demo: grab time on our [Calendly](https://calendly.com/angdao/stellar-demo?month=2022-12) or reach out directly to [founders@stellarapp.io](mailto:founders@stellarapp.io)! We’re excited to learn more about your unique use case and help you crush your 2023 goals.\n\n### **Our Team:**\n\n![uploaded image](/media/?type=post&id=65966&key=user_uploads/997645/f5922eac-b00b-4274-9ce9-9e125fbf2136)\n\n**👐 Quan is our hands, building exceptional products:** founding software engineer at Pave (YC S20), tech lead at Affirm, and engineering degree from Princeton. \n\n**👁️ Angela is our eyes, looking toward the future:** early product manager at Affirm and Earnin. \n\n**👂 Elise is our ears, listening and designing for users:** product design leader at LinkedIn.\n\n\\- Angela, Elise & Quan",
        "url": "https://www.ycombinator.com/launches/H9y-stellar-don-t-let-your-team-s-okrs-slip-in-2023",
        "votes": 89,
        "created_at": "2022-09-09T23:59:31.166Z"
      }
    ]
  },
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    "id": 26847,
    "name": "Slauth.io",
    "slug": "slauth-io",
    "former_names": [],
    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/004f2f17d69c6a7d9b09c060c1c5711e24251d97.png",
    "website": "https://slauth.io/",
    "all_locations": "Tel Aviv-Yafo, Tel Aviv District, Israel",
    "long_description": "Slauth.io generates and rightsizes IAM policies in order to save engineering time and secure the organization. We use PR's to suggest what good functional and secure IAM policies should look like and integrate with IaC (Terraform)  to have a seamless end-to-end IAM policy creation and deployment. Save hundreds of DevOps engineering time each year and increase your security to scale faster. \r\n",
    "one_liner": "The IAM Policy Copilot",
    "team_size": 4,
    "industry": "B2B",
    "subindustry": "B2B -> Infrastructure",
    "launched_at": 1659357857,
    "tags": [
      "Developer Tools",
      "DevSecOps",
      "Productivity",
      "Compliance",
      "Security"
    ],
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    "nonprofit": false,
    "batch": "Summer 2022",
    "status": "Inactive",
    "industries": [
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    ],
    "regions": [
      "Israel",
      "Middle East and North Africa",
      "Remote",
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    "demo_day_video_public": false,
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    "url": "https://www.ycombinator.com/companies/slauth-io",
    "api": "https://devasheeshg.github.io/yc-api/batches/summer-2022/slauth-io.json",
    "year_founded": 2022,
    "city": "Tel Aviv-Yafo",
    "country": "IL",
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    "primary_partner": {
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        "user_id": 910442,
        "full_name": "Daniel Haven",
        "title": "Founder",
        "founder_bio": "Born and Raised in Amsterdam, Currently residing in Tel Aviv. Founded ProctorExam in 2014 and led it to become one of the biggest global online proctoring company. Sold it successfully to US leading EdTech company Turnitin. \nNow working on Slauth.io which is aiming to simplify and secure access management for the cloud infrastructure.",
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        "linkedin_url": "https://linkedin.com/in/danielhaven",
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      {
        "user_id": 1014400,
        "full_name": "Tal Auslander",
        "title": "Founder",
        "founder_bio": "TLV. Ex-8200. 1st CTO at ProctorExam (EdTech), acquired by TurnItIn. Chief Architect at SignifAI (AIOps), acquired by New Relic.",
        "is_active": false,
        "linkedin_url": "https://www.linkedin.com/in/talaus",
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      {
        "user_id": 1047403,
        "full_name": "Moti Elkayam",
        "title": "Founder",
        "founder_bio": "Extensive SW engineering & Product background. \nGraduated computer science (B.Sc.) in the Technion (Israeli MIT). \nLeading product management in the last 10 years (inc MLNX switch software product  -acquired by Nvidia).\nSlauth.io is our venture in the space of Identities and Access Management (IAM). \nWe secure and streamline organizations' multi-cloud human and machine identities' permissions.\nLove to hike and run.",
        "is_active": false,
        "linkedin_url": "https://www.linkedin.com/in/moti-elkayam-6a6a06/",
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    "id": 26859,
    "name": "Typewise",
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    "all_locations": "Zürich, ZH, Switzerland",
    "long_description": "Typewise resolves customer service requests end-to-end. Someone sends a request; it reads the message, looks up the real order or account in your own systems, takes the action, and replies. Anything it shouldn't touch goes to a human. It works across email, chat, WhatsApp and social, and is MCP-native.\r\n\r\nUntil now, that took a proper setup project, which is why it was mostly larger companies using it. Nova does the setup for you. You describe how you want things handled, in plain sentences:\r\n- \"Handle refunds under €50 yourself.\"\r\n- \"Anything about enterprise pricing goes to a human.\"\r\n- \"Turn bug reports into Linear issues and assign them to the Excellence team.\"\r\n\r\nNova connects the tools, configures the agents, tests them against your past conversations, and shows you what it got wrong before anything goes live. Nothing ships without your approval. First deployment takes 15 minutes. After that, it keeps going: it surfaces what customers keep complaining about, proposes fixes, and ships the ones you approve. We call it an AI Operator because it doesn't just answer customers; it keeps the entire operation working and improving. Across live accounts, that means 90% of requests resolved without human involvement.\r\n\r\nYour team stays in control of what it may do on its own. Hybrid intelligence handles partial hand-offs, review-before-send, and context-preserving resumption.\r\n\r\nWe're YC S22 and work with companies like Superhuman and Unilever. Fortune 500 brands such as Unilever and DPD use Typewise to cut support effort by 50%+ while increasing CSAT and NPS. Run it natively in Typewise Ticketing or inside Zendesk, Salesforce or Freshdesk, with a CRM-embedded copilot for your human agents. EU-hosted, ISO 27001 certified.",
    "one_liner": "Customer service AI that resolves requests end-to-end.",
    "team_size": 12,
    "industry": "B2B",
    "subindustry": "B2B -> Productivity",
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      "AI"
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    "regions": [
      "Switzerland",
      "Europe",
      "Remote",
      "Partly Remote"
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    "year_founded": 2020,
    "city": "Zürich",
    "country": "CH",
    "linkedin_url": "https://www.linkedin.com/company/typewise/",
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    "primary_partner": {
      "name": "Nicolas Dessaigne",
      "url": "https://www.ycombinator.com/people/nicolas-dessaigne"
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    "founders": [
      {
        "user_id": 737174,
        "full_name": "David Eberle",
        "title": "Founder",
        "founder_bio": "Co-Founder and CEO at Typewise, formerly Engagement Manager at Booz & Company. Lived in 7+ countries.",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/davidaeberle/",
        "x_url": "",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/0f5bccd963d19ce567c373299e21d47232612d36.jpg"
      },
      {
        "user_id": 1013251,
        "full_name": "Janis Berneker",
        "title": "Founder",
        "founder_bio": "Co-Founder and CTO at Typewise, formerly Lead Data Science at Swiss National Broadcaster SRF. Loves coding since he was a kid. Speaks 5+ languages.",
        "is_active": true,
        "linkedin_url": "https://www.linked.com/in/janis-berneker",
        "x_url": "",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/5cd060c2a79e056c66620c8ad28109f92fab314e.jpg"
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    ],
    "jobs": [],
    "news": [
      {
        "title": "7 AI startups that stood out in YC's Summer '22 batch",
        "url": "https://techcrunch.com/2022/09/08/7-ai-startups-that-stood-out-in-ycs-summer-22-batch/",
        "date": "Sep 08, 2022"
      },
      {
        "title": "How Typewise got into YC after pivoting to b2b productivity – TechCrunch",
        "url": "https://techcrunch.com/2022/08/17/typewise-yc/",
        "date": "Aug 17, 2022"
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      {
        "id": 114656,
        "title": "Typewise Nova: The customer operator for fast-growing teams",
        "tagline": "Customer service that runs itself, so you can keep building.",
        "body": "At YC, we move fast. But staying on top of customer requests can quickly turn into a second job, and it takes time away from building and growing.\n\nWe're **Typewise (S22)** and we built Nova to remove that tradeoff. Typewise resolves customer requests end-to-end. Nova is the AI operator that sets up, runs, and improves that system for you. Your first deployment takes about 15 minutes.\n\nTell Nova how you want customer requests handled, in plain language:\n\n* \"Handle refunds under $50 automatically.\"\n* \"Send enterprise-pricing questions to Sales.\"\n* \"Create a Linear issue for every bug report and assign it to Engineering.\"\n\nNova connects the relevant tools, configures the agents and workflows, and tests them against your past conversations. It shows you what it got wrong before anything goes live. Nothing ships without your approval.\n\nOnce live, Typewise handles requests 24/7. It understands the message, looks up the information in your systems, takes approved actions, and replies. Anything outside the boundaries you've set goes to a human.\n\nNova keeps improving the system. It spots recurring questions, complaints, and cases Typewise couldn't resolve, then proposes changes to the knowledge and workflows. You approve the changes before they go live.\n\n**See it in action, in hi-fi:**\n\n<https://www.youtube.com/watch?v=7XXOm19aUCQ>\n\n**Or in lo-fi:**\n\n<https://youtu.be/ojOL0Ux3Sx8>\n\n### Our launch gift\n\nWe strongly believe the product should do the talking, so **your first 1,000 resolutions or your first 3 months are on us**, whichever comes first.\n\nGive it a try!\n\nJanis &amp; David",
        "url": "https://www.ycombinator.com/launches/TpI-typewise-nova-the-customer-operator-for-fast-growing-teams",
        "votes": 21,
        "created_at": "2026-09-10T14:10:07.715Z"
      },
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        "id": 67181,
        "title": "Typewise Text Prediction API",
        "tagline": "Supercharge your software with \"Gmail smart compose\"-like predictions",
        "body": "Hi guys, we’re Janis and David on a mission to make daily lives easier by decoding human thoughts. We build text prediction software, which is used in various customer service and sales teams of large enterprises.\n\nWe’re now making the underlying API accessible to other developers, in case you’d like to supercharge your software with text prediction and autocorrect.\n\n### Features\n\n* 🔮 Sentence Prediction\n* 🖋️ Autocorrect & Grammar Check\n* 🧠 Custom AI Models\n* 🌎 Language Detection (40+ languages)\n* 🕵️‍ Emoji Search\n\n---\n\n![uploaded image](/media/?type=post&id=67181&key=user_uploads/737174/60471b62-a6f4-40af-9ca8-4ac7fb0c01d8)\n\n### Try for free\n\nAccess the API: <https://www.typewise.app/api>\n\n👉 The language models are fully customizable to your specific use case, [get in touch](https://mailto:info@typewise.app) to learn more.\n\nCheers,\\\nJanis & David",
        "url": "https://www.ycombinator.com/launches/HTZ-typewise-text-prediction-api",
        "votes": 19,
        "created_at": "2022-11-08T12:28:26.612Z"
      },
      {
        "id": 64168,
        "title": "Typewise – 🔥 boosting customer service & sales productivity by 2-3x",
        "tagline": "AI writing solution for businesses to save cost, increase customer satisfaction and sales conversion.",
        "body": "[**Typewise**](https://typewise.app/) **is a powerful AI writing solution for customer service and sales teams.**\n\nTypewise helps customer service and sales teams to:\n\n* Increase writing efficiency by >20%\n* Eliminate >97% of mistakes\n* Ensure brand coherence & tone of voice\n* Improve customer satisfaction (CSAT, etc.) & sales conversion\n* Save >8 hours per employee per month\n* Get 3-4X ROI\n\nOur AI text prediction technology outperforms Google & Co and was initially developed through our smartphone app with >2 million downloads.\n\nWe already work with Fortune 500 companies (software, e-commerce, logistics, insurance, telco).\n\n**What can Typewise do?**\n\n![uploaded image](/media/?type=post&id=64168&key=user_uploads/737174/1a0256c1-10b5-4def-a67d-40ac30271153)\n\n* Sentence prediction (autocomplete) and smart snippets\n* Proofreader (autocorrect and grammar check)\n* Auto replies\n* Real-time translation\n* Analytics & quality control\n\nOur AI language model gets trained on your company’s data to ensure consistent, on-brand communications across your business. We also incorporate your business metrics (CSAT, etc.) to surface what type of wording, phrases, etc. leads to better business outcomes, and suggest the most effective language automatically.\n\n**How does Typewise work?**\n\n💻 Browser extension + server-side API\\\n✅ Works with any CRM (e.g., Salesforce)\\\n🌐 Support for 40+ languages\\\n👍 No IT implementation effort / <8h setup time\\\n🔒 100% data privacy\n\n**Get a risk-free trial:**\n\nSchedule a 15-min live demo to discuss how we can boost your business!\n\n👉👉 [Get in touch with our CEO David](https://mailto:david.eberle@typewise.app)",
        "url": "https://www.ycombinator.com/launches/Ggy-typewise-boosting-customer-service-sales-productivity-by-2-3x",
        "votes": 26,
        "created_at": "2022-06-29T07:37:38.350Z"
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    "id": 26863,
    "name": "Provision",
    "slug": "provision",
    "former_names": [],
    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/385a0231f7ab5d980e79ffdfbfa16bc2183b283d.png",
    "website": "https://provision.com",
    "all_locations": "Toronto, ON, Canada",
    "long_description": "Provision is building the AI Estimator for construction. We identify risks and obligations in contracts, specs, and drawings so contractors can reduce time spent reviewing documents and focus on winning and delivering projects profitably. Backed by Y Combinator (S22).",
    "one_liner": "Ironclad for construction",
    "team_size": 15,
    "industry": "B2B",
    "subindustry": "B2B -> Infrastructure",
    "launched_at": 1653315975,
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      "Construction",
      "Productivity",
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      "America / Canada"
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    "stage": "Early",
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    "url": "https://www.ycombinator.com/companies/provision",
    "api": "https://devasheeshg.github.io/yc-api/batches/summer-2022/provision.json",
    "year_founded": 2022,
    "city": "Toronto",
    "country": "CA",
    "linkedin_url": "https://www.linkedin.com/company/provision-software-co",
    "x_url": "https://twitter.com/UseProvision",
    "fb_url": null,
    "cb_url": "https://www.crunchbase.com/organization/provision-1d32",
    "github_url": "https://github.com/provisionsoftwarecorporation",
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    "primary_partner": {
      "name": "Gustaf Alstromer",
      "url": "https://www.ycombinator.com/people/gustaf-alstromer"
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    "founders": [
      {
        "user_id": 351083,
        "full_name": "Luigi La Corte",
        "title": "Founder",
        "founder_bio": "Luigi is the co-founder and CEO of Provision. Before co-founding Provision, he worked in the construction industry for seven years between Arup (a multi-disciplinary engineering design firm) as a civil engineer and Plenary (infrastructure developer) as a Director. He managed $3B+ of large infrastructure projects with some of the most sophisticated stakeholders across the value chain (owners, GCs, sub-contractors, facility managers). ",
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        "linkedin_url": "https://www.linkedin.com/in/luigi-r-la-corte",
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      {
        "id": 69811,
        "title": "Account Executive (Mid-Market, Toronto)",
        "url": "https://www.ycombinator.com/companies/provision/jobs/B1WvXZy-account-executive-mid-market-toronto",
        "location": "Toronto, ON, CA",
        "type": "Full-time",
        "role": "Sales",
        "role_type": null,
        "salary_range": "$140K - $170K CAD",
        "equity_range": "0.20% - 0.65%",
        "experience": "3+ years",
        "visa": "US citizenship/visa not required",
        "skills": []
      },
      {
        "id": 86646,
        "title": "Senior Machine Learning Engineer",
        "url": "https://www.ycombinator.com/companies/provision/jobs/dseNXSQ-senior-machine-learning-engineer",
        "location": "Toronto, ON, CA / Toronto, Ontario, CA / Remote (CA)",
        "type": "Full-time",
        "role": "Engineering",
        "role_type": "Machine learning",
        "salary_range": "$140K - $300K CAD",
        "equity_range": "0.10% - 0.50%",
        "experience": "6+ years",
        "visa": "US citizen/visa only",
        "skills": [
          "Google Cloud",
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          "Torch/PyTorch",
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      }
    ],
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      {
        "id": 65358,
        "title": "Provision 🏗️📃 - Ironclad for construction",
        "tagline": "Provision helps owners and constructors understand their commercial documents, collaborate with team members, and reduce risk, increasing profits by 5-10%. ",
        "body": "We’re Brendan and Luigi and we’re the co-founders of Provision.\n\n**Problem**\\\nThe construction industry spends $500B annually (\\~4% of market value) on issues stemming from document complexity. Documents are becoming longer, harder to read, and contain obligations that go unchecked eroding profitability. Currently, people use CTRL+F to navigate thousands of pages and Excel to extract information, often resulting in missed obligations, and unexpected costs.\n\n![uploaded image](/media/?type=post&id=65358&key=user_uploads/280788/8f4cc15a-b090-4ac2-a0d5-a9eee38cc0eb)\n\n\n**Need**\\\nConstruction professionals need to understand and manage all of the requirements held within these documents, because missing them means delays, budget overruns and even failed projects.\n\n**Enter Provision**\\\nProvision ingests contracts, specs and drawings, and gives users tools to manage risks, obligations and compliance.\n\n![uploaded image](/media/?type=post&id=65358&key=user_uploads/280788/edbcd4d6-2298-48c2-9025-edcd7959b3d4)\n\n\n**Backstory**\\\nBoth Luigi and Brendan worked in the construction industry for years before starting Provision. Brendan left the industry, and built two startups over a couple of years but always had aspirations to go back to construction. Luigi worked as a Director at an infrastructure developer for 6 years, where he saw even the most sophisticated constructors fail to understand their documents. We came together in December of 2021 through YC to build something impactful. \n\n![uploaded image](/media/?type=post&id=65358&key=user_uploads/280788/dc0bd0eb-5339-4efa-9159-cd50050156cb)\n\n\\\n**Ask**\\\nUpvote this post! :)\n\nAnd if anyone has any warm connections to GCs or subcontractors in North America who builds big projects (50M+), we would love an intro. [founders@getprovision.co](mailto:founders@getprovision.co)\n\nAlso, we’re hiring for Data Engineer and SWE roles. [careers@getprovision.co](mailto:careers@getprovision.co) \n\nFollow us on [LinkedIn](https://www.linkedin.com/company/86033411), and drop us a line if you want to chat.\n\nThanks!",
        "url": "https://www.ycombinator.com/launches/H0A-provision-ironclad-for-construction",
        "votes": 16,
        "created_at": "2022-08-14T15:53:59.802Z"
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    "id": 27095,
    "name": "Relay Health",
    "slug": "relay-health",
    "former_names": [
      "Relay"
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    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/30d3e979e397be92cd1208bf6710469387ba0593.png",
    "website": "https://www.joinrelay.app",
    "all_locations": "Salt Lake City, UT, USA",
    "long_description": "Nearly 7 billion hours are spent on porn every year.\r\n\r\nRelay provides a modern solution to one of the most widespread yet hidden epidemics of our time: pornography. Despite being one of the biggest drains on focus, relationships, and mental health, it remains one of the most silent and stigmatized problems in society. We are tackling this head-on.\r\n\r\nRelay helps people break free through private, anonymous groups that provide accountability and community. Members join a small, confidential team that replaces isolation with connection, offering shame-free accountability, evidence-based tools, and daily reflection.\r\n\r\nOur mission goes beyond quitting porn. Relay exists to help people heal the isolation and pain that drive destructive habits—so they can rebuild intimacy, reclaim focus, and live with greater connection, purpose, and wholeness.",
    "one_liner": "The #1 App to Quit Porn: Rebuild Focus and Intimacy",
    "team_size": 5,
    "industry": "Healthcare",
    "subindustry": "Healthcare -> Consumer Health and Wellness",
    "launched_at": 1654024831,
    "tags": [
      "Mental Health Tech",
      "Health Tech",
      "Community",
      "Productivity"
    ],
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    "top_company": false,
    "isHiring": false,
    "nonprofit": false,
    "batch": "Summer 2022",
    "status": "Active",
    "industries": [
      "Healthcare",
      "Consumer Health and Wellness"
    ],
    "regions": [
      "United States of America",
      "America / Canada",
      "Remote",
      "Partly Remote"
    ],
    "stage": "Early",
    "app_video_public": false,
    "demo_day_video_public": false,
    "app_answers": null,
    "question_answers": null,
    "url": "https://www.ycombinator.com/companies/relay-health",
    "api": "https://devasheeshg.github.io/yc-api/batches/summer-2022/relay-health.json",
    "year_founded": 2022,
    "city": "Salt Lake City",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/joinrelayapp/",
    "x_url": "",
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    "logo_url": "https://bookface-images.s3.amazonaws.com/small_logos/30d3e979e397be92cd1208bf6710469387ba0593.png",
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    "primary_partner": {
      "name": "Brad Flora",
      "url": "https://www.ycombinator.com/people/brad-flora"
    },
    "founders": [
      {
        "user_id": 870703,
        "full_name": "Chandler Rogers",
        "title": "Founder",
        "founder_bio": "Chandler Rogers is the co-founder and CEO of Relay, where he leads product strategy and all things user experience. Having struggled with addiction personally, Chandler has a deep passion for helping people band together to find healing and change. Previously, he led product teams at two other startups, launching multiple 0 to 1 products. Originally from Washington State, Chandler earned a degree from BYU in Business Strategy with emphases in Product Management and Computer Science.",
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        "linkedin_url": "https://www.linkedin.com/in/chandlermrogers/",
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      {
        "user_id": 870731,
        "full_name": "Jace Kendrick",
        "title": "Founder",
        "founder_bio": "Jace Kendrick is the co-founder and CTO of Relay, leading all of the engineering efforts for the team. Jace studied Computer Science and Business at Brigham Young University where he discovered his love for entrepreneurship and building new things. Jace is passionate about using technology to help improve people’s lives. Previously, he worked as a web and mobile engineer at Apple.",
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        "id": 64076,
        "title": "Relay 💨 Peer support to overcome addiction",
        "tagline": "Relay makes it easy to find a tight-knit support system to overcome addiction through deep connection and accountability.",
        "body": "# **Problem**\n\n**Most people struggle alone for years**\n\nAnd it makes it nearly impossible to see improvement. The person might turn to friends and family, but they overreact or aren’t able to effectively support because they can’t relate. On top of that, professional help or in-person groups can be expensive, and it takes a lot of courage to get there.\n\n**Even those attending in-person groups (e.g. AA) feel isolated between weekly meetings**\n\nFor the minority who do join a group-based program, meetings are usually held only once a week — leaving participants largely on their own the other six days of the week.\n\n# **Solution**\n\nRelay helps users…\n\n* Get matched into a team of 5-8 peers\n* Experience meaningful connection and avoid slipping back into isolation\n* Find shame-free accountability\n* Train emotional awareness and understand patterns/triggers\n* Throw a red flag (i.e. SOS) with a single tap to let their team know they need help when feeling vulnerable\n\nSince launching in September 2021, 79% of our users have reported seeing improvement within their first month of using the app.\n\n## **Why we’re tackling this**\n\nMembers on our team have struggled personally with addiction and saw first-hand the power that comes from forming an effective team of peers for connection and accountability. We’ve also had many friends and loved ones who have dealt with these challenges, and so it’s a problem we’re deeply passionate about solving.",
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        "created_at": "2022-06-25T22:05:06.901Z"
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    "name": "UpLink",
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        "full_name": "Alexander Grant",
        "title": "Founder",
        "founder_bio": "Alex is a strong technical leader with a passion for software development. He specializes in the end-to-end software delivery cycle, from writing scalable and understandable code to complete full-stack automated testing. Highlights of his career thus far include scaling a data acquisition platform from a dozen users in the US to 20k users globally over the course of 2 years.",
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        "full_name": "Brady Ochse",
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        "founder_bio": "Brady has always been obsessed with figuring out how things work, and his curiosity led him to computers. When he discovered the magic of making a machine do something with just words, he found a lifelong passion.\n\nThat passion turned into disillusion when at a large company, but Brady realized software could be great with more emphasis on quality, the user, and thoughtful decision making. So, he left the corporate world to join people who share his love for building something truly great.",
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        "full_name": "Nicholas Yarmesch",
        "title": "Founder",
        "founder_bio": "Ever since he can remember, Nick has been interested in technology. His idea of fun includes reading technical manuals for microcontrollers and reverse engineering the barcodes on Nespresso capsules.\n\nIn college, he built the hardware and developed the software to retrofit his 2002 Lexus with a secure receiver that unlocked his car when he approached wearing his Apple Watch.\n\nYou’re most likely to run into Nick in his blue Cayman on the trip between his house and Starbucks.",
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        "title": "UpLink 📄 Manage Document Requests at Scale",
        "tagline": "UpLink helps professionals manage large volumes of document requests",
        "body": "### **What we do:**\n\nSimplify the process of managing document requests at scale.\n\n### **Who has this problem:**\n\n* Auditors (need hundreds of docs from each client)\n* Tax professionals (need lots of tax forms)\n* Lenders/Brokers (need dozens of docs from each loan applicant)\n* Certification programs (need docs from each applicant)\n* HR (need onboarding docs from new employees)\n\n### **How UpLink solves the problem:**\n\nUpLink is a SAAS application that associates a workflow (requested, in review, rejected, complete) with each request.\n\n![Workflow_V2.png](https://static.wixstatic.com/media/28ce1d_44995060299d4371966945698cf092e0~mv2.png/v1/fill/w_1255,h_245,al_c,q_85,usm_0.66_1.00_0.01,enc_auto/Workflow_V2.png)\n\nThis workflow allows you to easily track the status of individual document requests across hundreds or thousands of projects.\n\n**Automatic Notifications:**\n\n![Notifications.png](https://static.wixstatic.com/media/28ce1d_bf43b94976c14c74ab1070b48f2587a8~mv2.png/v1/fill/w_850,h_473,al_c,q_90,usm_0.66_1.00_0.01,enc_auto/Notifications.png)\n\n**Helpful Reminders:**\n\n![Reminders.png](https://static.wixstatic.com/media/28ce1d_70d53a764910420c8aeed0e2f1ee7b4b~mv2.png/v1/fill/w_850,h_473,al_c,q_90,usm_0.66_1.00_0.01,enc_auto/Reminders.png)\n\n**Backstory:**\n\n2 of our co-founders were auditors at PwC and had this problem firsthand. It took years for PwC to finally build a custom solution to address this, but it’s a common problem and most companies (especially auditors) don’t have access to a decent solution.\n\n# **Try it out:**\n\n[Interactive demo](https://demo.uplinkapp.io) (no sign-up, in-browser)\n\n[Check out our site](https://www.uplinkapp.io)\n\nEmail me ([alex@uplinkapp.io](mailto:alex@uplinkapp.io)) for a personal demo, any questions, or if you’d like to introduce me to anyone you think would find UpLink valuable =)",
        "url": "https://www.ycombinator.com/launches/Gf8-uplink-manage-document-requests-at-scale",
        "votes": 23,
        "created_at": "2022-06-24T18:07:02.817Z"
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    "id": 27155,
    "name": "Sonnet",
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    "team_size": 7,
    "industry": "B2B",
    "subindustry": "B2B -> Sales",
    "launched_at": 1655427470,
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      {
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        "full_name": "Dylan Feng",
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        "title": "Sonnet: Bot-free meeting notetaker + automated CRM",
        "tagline": "Notes, context, and insights, across all your meetings. ",
        "body": "Hey 👋 We’re [**Ted Chai**](https://www.linkedin.com/in/tedchai/) and [**Dylan Feng**](https://linkedin.com/in/dylan-feng) from [**Sonnet**](https://sonnetai.com/)**!**\n\n**TLDR:** No one likes taking meeting notes or updating CRMs. Sonnet automates the entire process for you.\n\n### **Problem**\n\nWe all know the best practices for taking meetings: research the participants before the call, take notes, send a follow up email, update your CRM—but we usually don’t do any of it. These tasks are important but tedious.\n\n### **Solution**\n\nSonnet uses AI to do all your meeting work that can be automated (note taking, follow-up emails, CRM) and brings you all the information you need for tasks that can’t (pre-meeting research, meeting reminders).\n\n![uploaded image](/media/?type=post&id=79677&key=user_uploads/912744/2082970c-374f-49d2-9960-a4daeea7ee47)\n\n### **How is this different?**\n\n* Sonnet speeds up your pre-meeting research and post-meeting follow-ups, not just your during-meeting note-taking.\n* Meeting bots are distracting; Sonnet records without one.\n* Sonnet has a built-in CRM, auto-updated with your conversation data.\n* Existing AI notes tend to be too broad to replace human notetaking. You can instruct Sonnet on what to focus on, so it always captures the info you care about.\n\n![uploaded image](/media/?type=post&id=79677&key=user_uploads/912744/47fe97ec-f77c-49af-afaa-51fd66392b6e)\n\n### **The Team**\n\nTed and Dylan were college roommates at UC Berkeley before starting Sonnet. Ted left college early and has previously worked at Uber and the U.S. Department of State. Dylan graduated in 2 years and has conducted AI research at BAIR.\n\n![uploaded image](/media/?type=post&id=79677&key=user_uploads/912744/b0f1c3c6-7849-4014-b162-b9b84021a5ae)\n\n### **Our Ask**\n\nGive it a try! Sonnet is [**free to get started**](https://sonnetai.com/) and available to download today. We’d love to hear your feedback.",
        "url": "https://www.ycombinator.com/launches/Kj7-sonnet-bot-free-meeting-notetaker-automated-crm",
        "votes": 10,
        "created_at": "2024-03-25T17:18:00.332Z"
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    "id": 27174,
    "name": "Monterey AI",
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    "website": "http://www.monterey.ai",
    "all_locations": "San Francisco, CA, USA; Remote",
    "long_description": "Monterey AI helps companies understand what actions to take to improve engagement and reduce churn by setting up user feedback channels, auto-collecting, and analyzing qualitative feedback and quantitative data from multiple sources.",
    "one_liner": "Turn user feedback to product insights",
    "team_size": 6,
    "industry": "B2B",
    "subindustry": "B2B -> Engineering, Product and Design",
    "launched_at": 1656519896,
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      "name": "Harj Taggar",
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        "full_name": "Chun Jiang",
        "title": "Founder",
        "founder_bio": "Chun is the co-founder and CEO of Monterey AI. Previously led products and design at companies like Unfolded (acquired by Foursquare), Scale AI, and Uber. Chun graduated from Cornell in 2018, and has been obsessed with building the most ambitious and delightful Data and AI products in productivity, developer tooling, and autonomous vehicles. ",
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        "linkedin_url": "https://www.linkedin.com/in/chunonline/",
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      {
        "title": "7 AI startups that stood out in YC's Summer '22 batch",
        "url": "https://techcrunch.com/2022/09/08/7-ai-startups-that-stood-out-in-ycs-summer-22-batch/",
        "date": "Sep 08, 2022"
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      {
        "id": 80330,
        "title": "🌟 Monterey AI 2.0: AI-native user insights platform — feedback, survey, roadmap, and more",
        "tagline": "The easiest way to aggregate, conduct, triage, and analyze user feedback across support tickets, transcripts, and social media mentions",
        "body": "**TL;DR**\n\nAggregate, triage, and analyze user feedback, tickets, conversations, surveys, and transcripts - smarter, together, and at scale. [Monterey AI](https://monterey.ai) is the most powerful AI native insights platform for decoding the voices of customers and the next growth opportunities.\n\n# [**⭐ Click here to book a demo call ⭐**](https://cal.com/chunonline/monterey-demo)\n\n![uploaded image](/media/?type=post&id=80330&key=user_uploads/809138/ef5f3408-f42f-413f-a1f0-cf5d659ecd44)\n\n**🤕 Problem**\n\nAlmost all customer conversations in all customer channels have enormously valuable user insights that have never been mined to their full potential. Most companies are not utilizing them enough; this damages the speed of decision-making and slows down execution. Breaking down the problem into three key issues:\n\n* Support tickets, transcripts, and surveys are extremely messy (format, scale, and cadence);\n* Too much noise to filter - everyone wants to listen to users more, but listening at scale is hard;\n* It’s high-stakes decision-making and has a low-risk tolerance towards hallucination.\n\n# [**⭐ Click here to book a demo call ⭐**](https://cal.com/chunonline/monterey-demo)\n\n**🎉 Solution**\n\nWith Monterey AI, you can connect with data sources like **Zendesk, Front, Intercom, Gong, Salesforce, HubSpot, App Store, Google Play Store, and Snowflake, in one click or via API**. Monterey AI automatically extracts, categorizes, and triages the conversations based on company or business concepts.\n\n* **Proactive insights delivery:** Instant, accurate answers. It’s an AI Analyst proactively delivering insights to the team, and it’s an instant always-on copilot to help you fetch relevant data and navigate noises.\n* **All-in-one experience management:** feedback analytics is just part of the platform, you can also mix and match other ai first solutions that we provide as part of the package: widget, a roadmap with AI suggestions, personalized customer communications, and AI semi-moderated user survey.\n\n![uploaded image](/media/?type=post&id=80330&key=user_uploads/809138/71a5de43-a44f-4d40-a79c-315cbca311b1)\n\n![uploaded image](/media/?type=post&id=80330&key=user_uploads/809138/01f894a5-4c6e-4648-ae59-0770865d0f50)\n\n![uploaded image](/media/?type=post&id=80330&key=user_uploads/809138/226cf965-9910-487f-a838-1eba71956e65)\n\n![uploaded image](/media/?type=post&id=80330&key=user_uploads/809138/a749c106-784e-4b9c-83f1-c771dd94cd04)\n\n**👀 Comparing Monterey AI to other Solutions**\n\n* **Onboarding & adoption:** Analytics product notoriously has the challenge of onboarding; you are onboarding the data, the user, and the organization. Monterey AI has all native integration with data sources like Zendesk, Front, Intercom, Salesforce, HubSpot, and a robust API platform to directly pull data from your data warehouse. It assures the easiness of data onboarding, and on the other side, the speedy and sleek user experience of the platform makes sure this is something users can get value, right away.\n* **Clear ROI and Performance:** In the most recent case study, we **save one department in the organization 3,840 manual hours annually in total**. \n* **Security and privacy:** The way to evaluate AI solutions for highly sensitive data is different.\n* **Auto improving from user interactions and data:** We invest significant time and resources in making sure the platform is scalable and adaptable to your business and needs. Every new data point and interaction you perform in the workspace is directly fed into the model sets for you with auto improvement. You don’t need to depend on giant model improvement, bear any risk from “human annotation” services from vendors, and spend extra internal engineering resources making it work.\n\n# [**⭐ Click here to book a demo call ⭐**](https://cal.com/chunonline/monterey-demo)",
        "url": "https://www.ycombinator.com/launches/Kte-monterey-ai-2-0-ai-native-user-insights-platform-feedback-survey-roadmap-and-more",
        "votes": 120,
        "created_at": "2024-04-22T17:39:43.610Z"
      },
      {
        "id": 64189,
        "title": "🐳 Monterey - Co-pilot for product development",
        "tagline": "Monterey boosts and guards product velocity for hyper growing teams, smartly.",
        "body": "👋 [Chun](https://www.linkedin.com/in/chunonline/) and [Ben](https://www.linkedin.com/in/benmkramer/) here introducing [Monterey AI](https://www.monterey.ai/) to you!\n\n### **TL;DR:**\n\n🐳 Monterey is building the **co-pilot for product development**. We do this by replacing documents with smart use-case-centric workflows that help you strategize, measure, and align.\n\n### **Who is it for**\n\nProduct leads (whether a founder, engineer, product manager, designer, etc.) who are looking to escape from burdensome documents and get back to what they are good at. No more spending hours and days on\n\n1. looking for best practice of product development online\n2. convincing your team to adopt the process\n3. repeatedly communicating and reporting strategies and progress\n4. worrying about cross-team dependencies\n5. managing several products in numerous documents and task management tools\n\n### **How it works**\n\n1. Pick a product template based on your use case\n2. Configure input and share with your team\n3. Check dependencies and solve conflicts\n4. Run, report, retro, and repeat\n\n![uploaded image](/media/?type=post&id=64189&key=user_uploads/809138/4340dbb8-f79a-485a-894f-8f044aeb2498)\n\n### **Why we built it**\n\n💪 We started Monterey AI to solve a problem that we’ve experienced at startups ranging from 10 to 10,000 people: **the product velocity gets slow and inefficient as company scales.** We built Monterey to\n\n1. Get teams out of verbose documents and into guided **workflows** that can be visually configured and shared\n2. Speed up product development by exposing and sharing **best practices**\n3. Discover cross-team conflicts and dependency by running **Monterey Bot**\n4. Initiate outcome driven conversations with **slack integration**\n5. Provide a birds eye **portfolio view** to align across features, products, and teams\n\n### **Can I try it**\n\n1. Want to try it? Sign up on [the website](https://www.monterey.ai/) or email ([chun@monterey.ai](mailto:chun@monterey.ai)) and we’ll help you get started!\n2. Have feedback or have friends in need of Monterey? Come be our super design, [join our Slack](https://join.slack.com/t/monterey-ai/shared_invite/zt-1ajkx4ur4-up_0R7TR_I4B9md29c5xbg), and [follow us on Twitter](https://twitter.com/montereyai)!\n3. 🎁 50% off any paid plan if subscribed annually before Sep.1st, 2022.",
        "url": "https://www.ycombinator.com/launches/GhJ-monterey-co-pilot-for-product-development",
        "votes": 111,
        "created_at": "2022-06-29T19:08:43.808Z"
      }
    ]
  },
  {
    "id": 27185,
    "name": "Knowtex",
    "slug": "knowtex",
    "former_names": [
      "Puzzle",
      "Puzzle 121",
      "Puzzle 1:1",
      "Puzzle"
    ],
    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/f4dbfd0d7148fdd21093b73066565ae1d3a5d614.png",
    "website": "http://www.knowtex.ai/",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "We’re on a mission to leverage AI and voice technology to solve inefficiencies and revenue leakage in our healthcare system. With the rise of EHRs, the manual documentation burden on doctors has never been higher, leading to burnout and fatigue and high attrition rates. Assigning the correct diagnosis and billing codes is crucial for proper reimbursement and patient care, but medical coding is becoming more and more complex each year with growing numbers of codes (over 145,000 now), and doctors are unsupported by current technology to keep up with its ever increasing requirements. $125 billion is left on the table each year by healthcare organizations due to improper documentation and coding. \r\n\r\nKnowtex creates visit notes with up-to-date and accurate reimbursement codes from doctor-patient conversations, allowing the doctor to focus on patient care and preventing revenue leakage for hospital systems through standardized, transparent, and accurate documentation. ",
    "one_liner": "Making doctors 2x more efficient with AI note-taking & charge capture",
    "team_size": null,
    "industry": "Healthcare",
    "subindustry": "Healthcare -> Healthcare IT",
    "launched_at": 1658257873,
    "tags": [
      "Health Tech",
      "B2B",
      "Productivity",
      "Digital Health",
      "AI"
    ],
    "tags_highlighted": [],
    "top_company": false,
    "isHiring": true,
    "nonprofit": false,
    "batch": "Summer 2022",
    "status": "Active",
    "industries": [
      "Healthcare",
      "Healthcare IT"
    ],
    "regions": [
      "United States of America",
      "America / Canada"
    ],
    "stage": "Early",
    "app_video_public": false,
    "demo_day_video_public": false,
    "app_answers": null,
    "question_answers": null,
    "url": "https://www.ycombinator.com/companies/knowtex",
    "api": "https://devasheeshg.github.io/yc-api/batches/summer-2022/knowtex.json",
    "year_founded": 2022,
    "city": "San Francisco",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/knowtexai",
    "x_url": "https://twitter.com/knowtexai",
    "fb_url": "https://www.facebook.com/knowtexai",
    "cb_url": "https://www.crunchbase.com/organization/knowtex",
    "github_url": null,
    "logo_url": "https://bookface-images.s3.amazonaws.com/small_logos/f4dbfd0d7148fdd21093b73066565ae1d3a5d614.png",
    "app_video_url": null,
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    ],
    "primary_partner": null,
    "founders": [
      {
        "user_id": 432956,
        "full_name": "Caroline Zhang",
        "title": "Founder",
        "founder_bio": "Caroline is the CEO of Knowtex. Before Knowtex, she worked in biomedical research at the Salk Institute of Biological Studies, investment banking at Morgan Stanley, and AI research and policy initiatives at Schmidt Futures. Caroline graduated from Stanford University with her master’s degree in Computer Science (concentration in AI), and an undergraduate degree in Economics with a minor in International Relations.\n",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/czhang21/",
        "x_url": "https://twitter.com/CarolineCZhang",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/981a6e703d45c638420b3c584b3a1669a072ff96.jpg"
      },
      {
        "user_id": 556751,
        "full_name": "Jocelyn Kang",
        "title": "Founder",
        "founder_bio": "Jocelyn is the CTO of Knowtex. Before Knowtex, she worked at several startups in a variety of positions ranging from product manager to product designer to software engineer. She was a founding member of the product team at Learn to Win and has worked on AI/ML teams. Jocelyn graduated Phi Beta Kappa and Summa Cum Laude from Stanford University while pursuing an interdisciplinary degree in CS + Linguistics/Psychology, and a minor in Philosophy.",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/jocelynkang/",
        "x_url": "",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/a02f8d0613fb26a711269f429a755a08d7024edb.jpg"
      }
    ],
    "jobs": [
      {
        "id": 117578,
        "title": "Technical Product Manager",
        "url": "https://www.ycombinator.com/companies/knowtex/jobs/DZEAO6F-technical-product-manager",
        "location": "San Francisco",
        "type": "Full-time",
        "role": "Product",
        "role_type": null,
        "salary_range": "",
        "equity_range": "",
        "experience": "5+ years",
        "visa": "US citizen/visa only",
        "skills": []
      },
      {
        "id": 117579,
        "title": "ML Engineer, LLM's",
        "url": "https://www.ycombinator.com/companies/knowtex/jobs/X6FqYCv-ml-engineer-llm-s",
        "location": "San Francisco",
        "type": "Full-time",
        "role": "Engineering",
        "role_type": "Full stack",
        "salary_range": "",
        "equity_range": "",
        "experience": "Any (new grads ok)",
        "visa": "US citizen/visa only",
        "skills": []
      },
      {
        "id": 117580,
        "title": "Integration Engineer",
        "url": "https://www.ycombinator.com/companies/knowtex/jobs/f8281Z9-integration-engineer",
        "location": "San Francisco",
        "type": "Full-time",
        "role": "Engineering",
        "role_type": "Full stack",
        "salary_range": "",
        "equity_range": "",
        "experience": "Any (new grads ok)",
        "visa": "US citizen/visa only",
        "skills": []
      }
    ],
    "news": [
      {
        "title": "VA chooses finalists in health care worker burnout",
        "url": "https://news.va.gov/press-room/va-artificial-intelligence-tech-sprint-competition-finalists/",
        "date": "Mar 13, 2024"
      },
      {
        "title": "Knowtex and 4D EMR Announce Groundbreaking Partnership to Revolutionize Clinical Workflow with Specialty-Specific Voice and Generative AI EMR System",
        "url": "https://www.prweb.com/releases/knowtex-and-4d-emr-announce-groundbreaking-partnership-to-revolutionize-clinical-workflow-with-specialty-specific-voice-and-generative-ai-emr-system-302028004.html",
        "date": "Jan 08, 2024"
      },
      {
        "title": "INTEGRATED ONCOLOGY NETWORK AND KNOWTEX ANNOUNCE STRATEGIC PARTNERSHIP TO DEPLOY GENERATIVE AI TECHNOLOGY",
        "url": "https://www.prnewswire.com/news-releases/integrated-oncology-network-and-knowtex-announce-strategic-partnership-to-deploy-generative-ai-technology-301960648.html",
        "date": "Oct 18, 2023"
      },
      {
        "title": "AWS announces 21 startups selected for the AWS generative AI accelerator | AWS Startups Blog",
        "url": "https://aws.amazon.com/blogs/startups/aws-announces-21-startups-selected-for-the-aws-generative-ai-accelerator/",
        "date": "May 24, 2023"
      },
      {
        "title": "Summarizing conversations between doctors and patients with AI  (Nikkei xTECH) ",
        "url": "https://xtech.nikkei.com/atcl/nxt/column/18/00001/07725/?ST=ch_digitalhealth",
        "date": "Feb 20, 2023"
      }
    ],
    "launches": [
      {
        "id": 89160,
        "title": "Knowtex: Transparent, Explainable AI for Smarter Healthcare",
        "tagline": "Model Evaluation Platform for AI transparency, traceability, and reliability in clinical workflows.",
        "body": "[Knowtex](http://www.knowtex.ai/) is a voice AI platform built to empower healthcare organizations, turning real-time doctor-patient conversations into accurate clinical notes, ICD-10 and E&M codes tailored by medical specialty, including an admin dashboard for operations to save hours on admin work and billing.\n\n**Bringing Visibility to AI in Medicine**\n\nAI has the power to transform healthcare, but [black box decision-making](https://www.ama-assn.org/practice-management/digital/succeed-health-care-ai-get-rid-black-box) has no place in patient care. Knowtex is changing the game by making AI measurable and explainable, ensuring clinicians and healthcare systems can understand and trust every AI-driven recommendation.\n\n**What This Means for Healthcare Teams**\n\nWith the Model Evaluation Platform, Knowtex can now:\n\n* Evaluate AI performance in real-world clinical workflows for accuracy and reliability\n* Enhance traceability by surfacing insights into model predictions and decisions\n* Strengthen accountability with structured benchmarking and continuous monitoring\n\n![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXcWhj4wXNN6O4XKxH85tksdXx469QoqDrlorbk5r4Z_uuiwI_hTMzeAX4a4yfyikYpLGKwm4gel84baxTcEa6kILyK4y_nxq7MMnOFMmvAr7FmocYgGxsTPRuATxto9XWZU8fwnyg?key=S8aaCf-5dF0d1mRQ7mAPtwJR)\n\n**Trust, But Verify**\n\nInnovation in AI isn’t about chasing what’s new—it’s about measurable progress. Knowtex doesn’t just release updates; we test them against real-world clinical benchmarks to ensure every iteration is an improvement. Our benchmarking gauntlet allows us to pit the latest-and-greatest against our tried-and-true models, ensuring that Knowtex isn’t just keeping up—we’re leading the charge in rapid iteration and continuous improvement.\n\n![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXetEQTUDcqPf954aHWHsmolvU5-QBqtMAEvsuA4RTcKUTNuaJ1M6-HPANSPkJuQR3d1PNvWqAVobaz0DLVgy--L3Qr7tgWx6EUT8Htdvlal64jbWI7LB-4ioma4clTtiQzdITqO9g?key=S8aaCf-5dF0d1mRQ7mAPtwJR)\n\n![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXesQhl_ORLRLMQn1ZAzQKnmHVyziix2px5YivuMSAO74X8TJ61Nh537JeDS8om07m4mGoIdVoIdpyF5fR8yN8km71y19eY-SFN2Z3Oaq21ARKZ0hWHnAZOcMRkQJie9fZGlBbr0Qg?key=S8aaCf-5dF0d1mRQ7mAPtwJR)\n\n![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXek2LkdtRHW22jTpy-JAtYsJeW-ZKkNhrayHjn4EqHnfKOJQww_o46SrsRLbNilTYPyz60OmZd8XLz4byR-8i0KdOMBHimNH5EoPuYEg_AxlNFWOFyy1jSM28t2pMkKC8IlTHwvVw?key=S8aaCf-5dF0d1mRQ7mAPtwJR)\n\nKnowtex’s benchmarks are built on insights from providers across multiple disciplines and focus on areas that matter most to them, such as:\n\n* **Style** – How well does the AI-generated note match the clinician’s voice? Over time, the model learns and adapts to improve precision.\n* **Note Length** – Does the AI capture the necessary details while avoiding unnecessary verbosity?\n* **Summarization Faithfulness** – How accurately does the summarized note convey the entirety of the clinical encounter?\n* **Structure** – Does the AI-generated note align with the expected template and clinical formatting?\n\nAt Knowtex, **AI isn’t just a tool—it’s a trusted partner in patient care.** Accuracy, clarity, and alignment with clinician needs are non-negotiable.\\\n\\\nThank you to Muhammad Khalifa and Nicholas Talbot for leading this project.\n\nStay tuned as we continue pushing the boundaries of explainable AI in healthcare!\n\nSimply head to [app-knowtex.com](http://app-knowtex.com) to create your account, and you’ll have full access to our voice AI documentation and coding solution supported by this Model Evaluation Platform. We’d love to hear your feedback, feature requests, and any suggestions you have at [demo@knowtex.ai.](mailto:demo@knowtex.ai)\n\nGet Started for Free → [app-knowtex.com](http://app-knowtex.com)",
        "url": "https://www.ycombinator.com/launches/NC4-knowtex-transparent-explainable-ai-for-smarter-healthcare",
        "votes": 32,
        "created_at": "2025-04-01T15:54:35.840Z"
      },
      {
        "id": 85532,
        "title": "Knowtex: Ambient Billing for Clinicians 🗣️💸",
        "tagline": "Personalized intelligent ambient documentation and billing solution for clinicians.",
        "body": "**Introducing Ambient Billing at Knowtex**\n\nAt Knowtex, we’re excited to launch a new way to capture every billing opportunity with zero added effort. Knowtex is built to empower healthcare clinics and systems, turning real-time doctor-patient conversations into accurate ICD-10, CPT, and HCC codes. Our ambient, AI-driven billing solution helps clinicians avoid leaving revenue on the table—all while keeping them focused on patient care, not paperwork.\n\nMedical coding is complex, and the rules and codes are constantly changing. Missed or inaccurate coding can dramatically impact a health system’s bottom line. That’s where Knowtex comes in. **Knowtex is a clinician’s partner in revenue:** capturing the full range of codes a visit is eligible for and keeping your documentation up-to-date with the latest standards. The result is an optimized, accurate billing workflow that catches every code, every time.\n\n**Unlike other solutions that simply analyze documentation to generate codes, we’ve spent the last two years developing Knowtex into a deeply integrated, personalized coding model based on the visit conversation that is tailored to clinicians and organizations. We create custom models trained on each clinic’s historic coding data so Knowtex tailors its suggestions to the unique needs of every clinician. This level of personalization allows Knowtex not only to generate accurate codes but also to prescriptively suggest coding updates that are finely tuned to the specific workflows and nuances of the practice.** \n\nKnowtex is a truly adaptive partner in coding at the point of care. It captures information correctly upfront and continuously improves and aligns with each clinic’s standards for maximized revenue and streamlined workflows.\n\n## Customer Results\n\nOne health system integrated Knowtex and observed significant improvement in revenue retention. With Knowtex identifying and correcting undercoded visits, they successfully capture approximately **$92,800 per month** in previously lost revenue.\n\nOne of our oncology practices with 50+ providers saw substantial improvement in billing outcomes with Knowtex. Before implementing Knowtex, their daily billing average was $7,101.60. Following integration, the mean daily billing rose to $7,893.70, an increase of almost **$800/provider/day**.\n\n## Features\n\n**🩺 Streamlined intelligent Code Selection**\n\nOur interface is designed for simplicity and speed and makes it easy for clinicians to confirm suggested codes instantly. As a clinician speaks with a patient, Knowtex listens, prompting relevant codes based on the conversation. For E&M codes, it analyzes encounter elements like time, medical decision-making complexity, risk, and data, guiding clinicians to the correct documentation with zero interruptions.\n\n![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXcd1urRt3iovIjG_hdQrkbwJ0U0xMAQcrWNBMJvXj06EkCgVa7VeHot38yjpzGpMDDBPR0lRG_9jLd5bd2tIp2dB-GRbjIs8t723zatJ3OfZ3R8oPR2QKz7NPr7Jh59qYpFC11K?key=PrSNha-uknkZVns6FaLUE8yc)\n\nIn addition to live prompting, Knowtex provides targeted suggestions to help clinicians optimize coding accuracy. When assessing complexity, risk, or data documentation, Knowtex offers text snippets to update E&M codes based on the conversation info and historic data. These snippets guide providers by suggesting personalized updates that increase documentation complexity where applicable.\n\nFor example, with MDM:\n\n\\- Complexity: Knowtex can prompt providers to consider documenting any updates on the patient’s status under treatment with a pre-created snippet like “Patient is improving on current chemotherapy treatment but not yet at goal.”\n\n![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXcB9XivMlmiJrkMbi5KzqYfO-Lpw7SwG7zRg_xyeF8bzfkchHb1PmC2GLx7I3smiTrzp-jAdSVUO-AG9c4haq4U_iKAHBESxngh4YyXel7RnFHHk_l9k-_ACkd-i8RpvCIvjJqOow?key=PrSNha-uknkZVns6FaLUE8yc)\n\n\\- Risk: Knowtex may suggest inserting the text snippet, “reviewed liver function tests and discussed present chemotherapy effects with the patient,” to increase the documented level of decision-making complexity.\n\n![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXeXpD_K-hlG10Z0vGGn19NSs-AZsiDcePhUU0X70VZm0z8pwM2J7BovTaTPqum80I2l549WFgkPMTw8SO4z0XoogcljVNKSkbWNaXxA7VqsUfwin2gDF0jvxM-N0BkZB9JRLqalHw?key=PrSNha-uknkZVns6FaLUE8yc)\n\n\\- Data: If the clinician reviewed imaging during the conversation, Knowtex will identify this and suggest a clearer way of documenting it: “CT images were **personally reviewed and interpreted**.”\n\nThese real-time, customized tips help clinicians capture all relevant information to substantiate the appropriate billing codes.\\\n\\\n**🔍 Accurate & Personalized Diagnosis Capture and Search**\n\nImagine a clinician is treating anemia. Most physicians would code the patient with D50.9 (Iron deficiency anemia, unspecified). While this can be accepted by insurance and reimbursed, there can be more precise codes that would be a better choice based on the patient’s symptomatology and history. \n\nKnowtex can capture and synthesize conversation and EHR data in real time as the clinician talks through symptoms and treatment with the patient to suggest precise ICD-10 codes like D63.1 (Anemia in chronic kidney disease). \n\nWe also provide intelligent search functionality for clinicians that surfaces the best and most detailed ICD-10 code based on the conversation detail and EHR information.\n\n![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXdYFAYWrvmJgndLiffAJCyQFPnu7fMM796mKPIZQKlQWSrlLdAD3Xoco727I2aEvOA82tfjAHm8-NwP-QKH9Ja9DjI0BSTH6xGxJCd6IoFsCnt-BzBsxaEfwAbxkEgFjEHBhhKn?key=PrSNha-uknkZVns6FaLUE8yc)\n\nKnowtex makes sure every detail is captured without breaking focus for clinicians, especially in complex specialties like hematology and oncology. It’s a seamless experience that helps practices keep up with fast-evolving coding standards and prevent revenue leakage.\n\n**📊 Complimentary Financial Gap Analysis**\n\n**We’re offering a free financial gap analysis to the first 10 new clinicians/organizations that sign up.** Knowtex will deeply analyze your last 3 months of billing data and pinpoint specific opportunities where Knowtex can capture missed revenue through optimized documentation and code selection. \n\nUsers will also get **free** **full** access to our state of the art, customizable, ambient scribing solution for those three months. \n\nContact [sales@knowtex.ai](mailto:sales@knowtex.ai) to learn more.\n\nThank you to our engineers Muhammad Khalifa, Andrea Green, and Azeem Ghumman for their work pioneering ambient billing at Knowtex.",
        "url": "https://www.ycombinator.com/launches/MFY-knowtex-ambient-billing-for-clinicians",
        "votes": 40,
        "created_at": "2024-11-13T16:48:55.533Z"
      },
      {
        "id": 65893,
        "title": "Knowtex: Creating Visit Notes from Doctor-Patient Conversations",
        "tagline": "Making doctors 2x more efficient with automating note-taking & charge capture",
        "body": "👋 We’re [Jocelyn](https://www.linkedin.com/in/jocelynkang/) and [Caroline](https://www.linkedin.com/in/czhang21/), the co-founders of [Knowtex](https://www.knowtex.ai/)!\n\n**tldr;** Knowtex automatically creates visit notes with billing codes from doctor-patient conversations. We built our ML solution in under two months and are working with healthcare organizations to save doctors time and prevent revenue leakage from improper documentation and coding. Our ask is for help connecting with private clinics (with 8+ doctors) in any specialty, digital healthcare companies with providers, and PE firms with medical roll-ups.\n\n### **The Problem:**\n\nDoctors are spending more time on taking notes than seeing patients, and aren’t taught how to code their notes optimally for proper reimbursement. This leads to physician burnout and revenue leakage for healthcare organizations (up to $125 billion a year in the US).\n\n### **Our Solution:**\n\nKnowtex creates visit notes with the proper codes for reimbursement automatically from doctor-patient conversation.\n\n![uploaded image](/media/?type=post&id=65893&key=user_uploads/556751/cbde38bb-69a5-49a9-b723-fc0b8bf65864)\n\n(The automatically generated note output from a conversation Caroline had in real-time with a cardiologist!)\n\n**Wait, doctors code?**\n\nWe’re not talking about software coding, but medical coding, which means assigning the right diagnostic (ICD-10) and procedural codes (CPT) to a note to allow a claim to be created and submitted to insurers for appropriate payment. Correct coding is also critical for demographic assessments and studies of disease prevalence, treatment outcomes and accountability-based reimbursement systems.\n\nWith Knowtex, we can cut the time doctors currently spend on admin work in half, and allow them to focus on what they love: patient care.\n\n### **Our Team**\n\nWe met day one of Stanford freshmen year. Caroline received her master's degree in Computer Science concentrating in AI and an undergraduate degree in Economics (in just 4 years!). Jocelyn received an interdisciplinary degree in CS specializing in Linguistics and has worked at startups in a variety of positions including leading AI/ML teams.\n\nAfter graduating during the COVID-19 pandemic, we wanted to apply our technical skills to build solutions for our healthcare system. We heard about the problem of physician burnout from medical documentation, and **became medical scribes ourselves to experience it firsthand. We’re the only medical scribes in the world with AI/ML backgrounds,** making us uniquely positioned to build this solution for doctors.\n\n### **Our Ask**\n\nWe’re looking to partner with\n\n* private clinics that have 8+ doctors in any specialty\n* digital health companies that offer healthcare provider services (ex. hybrid and virtual care, telemedicine platforms)\n* private equity companies with medical roll-ups\n\nHere’s a quick blurb you can send them about us:\n\n_Knowtex reduces physician documentation burden and increases coding efficiency and accuracy by automatically creating visit notes with billing codes from doctor-patient conversations. Our software captures natural conversation, identifies relevant medical information, and generates a pre-filled, structured note with ICD-10 and CPT codes for physician sign-off._\n\n_Founders Caroline and Jocelyn are Stanford CS grads who specialized in AI and previously worked as medical scribes. We're looking to speak to healthcare organizations to understand more about their doctors’ documentation workflows and coding requirements, and explore partnership opportunities with our product. You can reach us at_ [_founders@knowtex.ai_](mailto:founders@knowtex.ai)_._\n\nThank you!\n\n\\- Jocelyn and Caroline\n\n![uploaded image](/media/?type=post&id=65893&key=user_uploads/556751/d7306386-438d-4c47-ba29-4b230bbc3c29)\n\n",
        "url": "https://www.ycombinator.com/launches/H8n-knowtex-creating-visit-notes-from-doctor-patient-conversations",
        "votes": 215,
        "created_at": "2022-09-07T07:02:20.821Z"
      }
    ]
  },
  {
    "id": 27264,
    "name": "Dev Tools AI",
    "slug": "dev-tools-ai",
    "former_names": [
      "Dev Tools",
      "Dev Tools AI",
      "Radiant"
    ],
    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/52816343555456026d1de1250894ad8361d57799.png",
    "website": "https://dev-tools.ai",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "We help scale automation leveraging LLMs and computer vision",
    "one_liner": "AI powered web & mobile automation",
    "team_size": 2,
    "industry": "B2B",
    "subindustry": "B2B -> Engineering, Product and Design",
    "launched_at": 1655134557,
    "tags": [
      "B2B",
      "Productivity",
      "Enterprise",
      "AI"
    ],
    "tags_highlighted": [],
    "top_company": false,
    "isHiring": false,
    "nonprofit": false,
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        "body": "TL;DR -  We are building [reviewify.io](http://reviewify.io) - automatic code review for every pull request, powered by GPT-4. Installation takes just 10 seconds, and you can start automatically receiving comments & suggestions.\n\n# **Problem**\n\nYou want to make sure the code written by yourself and team is awesome. But having a code review can slow things down, especially if you only have a few Sr Engineers to review for everyone, and you don’t want their time wasted for obvious issues like not having null checks, or ordering imports.\n\n# **Solution**\n\nWe use GPT, combined with custom review samples, to automatically run code reviews and post the comments in minutes on the PR.\n\n[![Reviewify Demo](https://videoapi-muybridge.vimeocdn.com/animated-thumbnails/image/b48f4158-e90b-42bc-8052-326c02dcc157.gif?ClientID=vimeo-core-prod&Date=1680109610&Signature=3d65ab548135d7de88de0442d6b11d451c863e4c)](https://vimeo.com/812887518)\n\n# **Ask**\n\n* Try it out and leave reactions to the comments it generates so we can improve the system\n* If there are other features that would add value to you, please let us know (ex: Static analysis, code dependency report, integration into IDEs so comments can be seen at code time, etc).\n\nThanks,\n\nChris & Etienne",
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        "body": "# **TL;DR**\n\n[Dev Tools](https://www.dev-tools.ai/) is a library that makes it easy to write web tests in your existing framework by drawing a box over a screenshot instead of building a locator.\n\n![uploaded image](/media/?type=post&id=65540&key=user_uploads/1076464/6cf84e73-20ac-4ca5-994d-329f77e7b325)\n\n\n# **🤕Problem**\n\nWriting end to end tests is difficult and time consuming. It takes forever to dig into the page code to build the right XPath or locator. And even when these are found, they are likely to change over time as the product continues development.\n\n# **⚡️Our solution**\n\nWe use computer vision to look at the screen, like an end user, and find the element you want to interact with. Then, in real-time, we find the element and return it so all your existing automation can keep working with it. We make this easy to use by extending Selenium with a `findByAI()` method where you just put a human readable name and let the AI do the hard work.\n\nWe even let you see the elements from within your IDE!\n\n![uploaded image](/media/?type=post&id=65540&key=user_uploads/1076464/bb8100b8-b570-4aeb-8bae-fd49cd8d470d)\n\n# **🎉 Bonus Features**\n\n### Work on Games\n\nTraditional automation has trouble working with games as most games render within a canvas element. Because we only use the screenshot, and not page source, we can play games like LooneyToons!\n\n![uploaded image](/media/?type=post&id=65540&key=user_uploads/1076464/3feb64e1-36cd-47c0-93f5-a8c3e98d10d1)\n\n### Crawl for Errors\n\nMonkey Testing for errors comes standard with Android, but there isn’t a default one for Web. We added that functionality to our SDK so that you simply call `scan_domain()` and it will crawl your page and look for errors like broken links, 404s, console errors, etc. Learn more in our [blog](https://www.dev-tools.ai/blog/site-sacnner) about the feature.\n\n# **Our Ask - Try it out and give us feedback**\n\nIf you write or have written Selenium or UI tests, we would love your feedback on the tool.\n\nJoin us on [Discord](https://discord.gg/2J9WEYdq5C), or follow us on [Linkedin](https://www.linkedin.com/company/dev-tools-ai)!\n\nIf you have any questions or automation challenges, reach out to us anytime! [chris@dev-tools.ai](mailto:chris@dev-tools.ai) & [etienne@dev-tools.ai](mailto:etienne@dev-tools.ai)",
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        "body": "☕️ **TL;DR**\n\nCardinal is the platform for product teams to define strategies, break it down to goals and set specs (features) with live data and KPIs across systems, consistently through teams and projects.\n\nHi, we’re [**Wiz**](https://twitter.com/nadavwiz) and [**Mor**](https://www.linkedin.com/in/selamor/), co-founders of Cardinal.\n\n![uploaded image](/media/?type=post&id=69853&key=user_uploads/1136316/88bc6831-ff37-45c6-b40d-54c6c1c654ea)\n\n**🏆 Why Us**\n\nWe’ve lead product and engineering at Epic Games (Directors).\n\nWe’ve lead product and engineering at Houseparty (acquired by Epic Games).\n\nWe’ve started and worked at startups (Docady, Onavo \\[Acquired by META\\]).\n\nWe’ve lead deep tech teams at 8200 (Israeli NSA).\n\nWe’ve been working together for 15 years and built internal tools to document and communicate strategies, progress, and try and track measurements of those throughout. From startup scale to corporate scale, it was always needed and insufficient.\n\nWe’re excited to fix this!\n\n**😩 Problem**\n\nManaging product teams, building and shipping features is hard. Product discovery, spec-ing, prioritization, alignment, measurements and learnings all take a toll on teams trying to execute and build impactful features.\n\n**🧠 Solution**\n\n1. Managing strategy: through time, initiatives and stakeholders.\n2. Methodology: all your teams are aligned and work the same way\n3. Documentation & Knowledge Management: know your history and use it easily.\n4. Data & Insights: connect various systems and set real, live goals.\n\n   ![uploaded image](/media/?type=post&id=69853&key=user_uploads/1136316/b98d3f9e-9e77-4dde-aefb-4796c1a5a5ae)\n\n\n**🙏🏻 Our Asks**\n\nSign up to the beta at [cardinalapp.io](http://cardinalapp.io), give us real feedback.",
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        "title": "Enterprise trends from YC W23 Demo Day | Wing Venture Capital",
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        "title": "Rollstack - Report automation for the modern data stack",
        "tagline": "Put your slide decks and documents on wheels ⚙️",
        "body": "At Rollstack, we're revolutionizing how businesses share and communicate their data. Data-driven slide decks and documents are pivotal in sharing data and insights within organizations and outside.\n\nRollstack is creating a new category in the modern data stack: Report Automation. We connect BI tools to slide decks and documents, automating their updates and creation, and effectively solving the last-mile problem of data presentation.\n\nWe assist some of the world's leading organizations, like SoFi, 1Password, and Zillow, in automating their slide decks and documents.\n\n![uploaded image](/media/?type=post&id=68473&key=user_uploads/1014460/6cba1652-9f20-4ffa-89ad-582de99942fd)\n\n### **Storytelling with slides and docs is too cumbersome today**\n\nDo you find yourself spending excessive amounts of time formatting data, charts, presentations, and documents to make them presentable? Are you challenged collecting data from various sources to create your presentations and documents? And once you finish, you find yourself repeating the same process for each new client, project, the next week, month, or quarter? You are not alone! It takes teams anywhere from a few hours to multiple days to create a single set of slides or visualizations. 50% of professionals create slides weekly. 75% of them reuse the same deck at least once, and 30% over 5 times!\n\n### **Rollstack solves this**\n\nRollstack automatically creates and updates presentations and documents using multiple data sources and updates them for you!\n\n[Rollstack allows you to easily connect to your favorite data sources](https://www.youtube.com/watch?v=UclmZkV6XkM), then takes care of refreshing your data where you want to present it. Rollstack also saves your formatting and visualization choices so that you never do the same task again, and allows you to create multiple variations of these reports at scale.\n\n[Rollstack AI](https://www.youtube.com/watch?v=zT4mC2LgaWc) empowers business users with intelligent, personalized, contextualized insights that integrate into presentations and report documents.",
        "url": "https://www.ycombinator.com/launches/HoP-rollstack-report-automation-for-the-modern-data-stack",
        "votes": 82,
        "created_at": "2023-01-16T23:52:12.877Z"
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    "name": "Gluetrail",
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    "website": "https://www.gluetrail.com",
    "all_locations": "Paris, Île-de-France, France; Remote",
    "long_description": "Gluetrail is a chrome extension that allows you to create support/training/marketing assets 10x faster, just from a screen and audio recording. These assets allow you to drive software or process adoption & awareness among prospects, customers or teammates.  \r\n\r\nFrom one single recording, Gluetrail leverages your screen+clicks+audio transcript, and AI, to:\r\n- automatically create step-by-step articles with screenshots and videos\r\n- adapt the content for & publish it on 3rd party platforms in 1 click: internal or external knowledge bases (Notion, Confluence, Intercom, Zendesk...), community platforms and social media (linkedin, youtube, twitter, discourse...) ",
    "one_liner": "Create step by step articles with screenshots and videos 10x faster",
    "team_size": 2,
    "industry": "B2B",
    "subindustry": "B2B -> Marketing",
    "launched_at": 1670419850,
    "tags": [
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      "Sales Enablement",
      "Marketing",
      "Customer Support",
      "AI"
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    "batch": "Winter 2023",
    "status": "Inactive",
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    "regions": [
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      "Europe",
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    "stage": "Early",
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        "question": "How did your company get started? (i.e., How did the founders meet? How did you come up with the idea? How did you decide to be a founder?)",
        "answer": "We have known each other for 5 years and met when we both worked at Algolia. Baptiste led the Internal Tools engineering team initially, then worked on Data Operations while Anne-Charlotte built and scaled the Revenue Operations team. As a result, we worked closely together on productivity, process optimization and analytics topics. We came up with the idea of Gluetrail as we experienced first hand the pain it intends to solve."
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    "url": "https://www.ycombinator.com/companies/gluetrail",
    "api": "https://devasheeshg.github.io/yc-api/batches/winter-2023/gluetrail.json",
    "year_founded": 2022,
    "city": "Paris",
    "country": "FR",
    "linkedin_url": "https://www.linkedin.com/company/gluetrail/",
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      "name": "Nicolas Dessaigne",
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    "founders": [
      {
        "user_id": 1188344,
        "full_name": "Anne-Charlotte Chauvet",
        "title": "Founder",
        "founder_bio": "I have 10+ years of experience in building/scaling Revenue Operations at B2B SaaS companies (from <$1M to $150M+ in ARR). Just before founding Gluetrail, I was responsible for Revenue Operations at Algolia (YC W14).\n",
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        "linkedin_url": "https://www.linkedin.com/in/annecharlottechauvettissot/",
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        "user_id": 1189125,
        "full_name": "Baptiste Coquelle",
        "title": "Founder",
        "founder_bio": "10+ years in software development applied to Operation and Strategy.\nI had the chance of joining Algolia early stage and to work on many different layers in the data space: data automation, data pipeline, data analytics and most recently, business modeling in sales led and product led motion, where there is still so much to do!",
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    "launches": [
      {
        "id": 68415,
        "title": "✨ Gluetrail - empowering non tech teams to build internal tools, in minutes",
        "tagline": "No code SaaS allowing no tech teams to build internal tools autonomously",
        "body": "**TL;DR** [**Gluetrail**](https://www.gluetrail.com/) is a no-code SaaS application that allows non-technical teams to build internal tools autonomously, on top of their existing business systems and databases. Have a look at our [**template library**](https://www.gluetrail.com/templates) or contact us with any use case you’d like help with; sign up [**here**](https://www.gluetrail.com/) to request free trial access.\n\n### **🛠️ THE PROBLEM WITH BUILDING INTERNAL TOOLS**\n\n* **Operational teams rely heavily on internal tools.**\n* They know best the challenges they need these tools to solve, and have **the most urgency** for them.\n* But **they are not autonomous to build and maintain them**.\n\nWhy? Because building internal tools requires knowing how to write and maintain code.\n\n_A short story about a simple use case is worth a thousand words…_\n\nJohn from the Ops team wants to drive his sales team’s productivity by building and sending forms on Slack (with buttons, input, datetime etc.) and process that information back to his CRM, HubSpot. For example, sending a form like this to update deals’ close dates that are past due:\n\n![](https://lh7-us.googleusercontent.com/-4DOLazJmJHGcHsg7aHXz2Ssy1rlRWy3zkaHokyGVxRQ8K05Cz56ohVxpjpkX_qd4RFynIJUOEBIW2dgkIKaPG31AugDRGZEQENIL7nNp-LoeqXd6fUiF3JsEotM1Kdt1jpHjWGL-IoIGI2xFerDYkw)\n\nHe looks at options to build this but none of them are suitable:\n\n* **Ask his dev team**: his request is low priority in the backlog and he knows he’ll have to go back often to the dev team for maintenance after the tool is built.\n* **Leverage internal tools builders**: these tools are built for developers and require knowing how to code. The technical bar is too high for John to get started and build quickly.\n* **Use no-code workflow tools**: his use case requires building end-user interfaces (Slack notifications with a form and buttons), which is something these tools don’t handle easily without having to code.\n\n### **🤖 THE SOLUTION**\n\nHere's a [**1mn video demo**](https://www.gluetrail.com/use-case/video-demo) of how John built, in Gluetrail, his Slack notifications allowing reps to update HubSpot, without any code.\n\n![uploaded image](/media/?type=post&id=68415&key=user_uploads/1188344/7e6a88e2-b8e6-4f67-94b4-fd7f5abc2685)\n\n![uploaded image](/media/?type=post&id=68415&key=user_uploads/1188344/cc1c8bf2-c3f7-4835-a999-4a0fc67a17aa)\n\n[Gluetrail](https://www.gluetrail.com) empowers non-technical teams to build business critical internal apps autonomously, literally in minutes. We do this with:\n\n* **A no-code interface**\n* **Automations and UI components** to build web, Slack or Chrome extension based interfaces \n* **Integrations** with 3rd party systems like HubSpot, Salesforce, Notion, OpenAI, Slack, Postgres, BigQuery and others.\n\nOur [template library](https://www.gluetrail.com/templates) features some use cases you can replicate in Gluetrail. \n\n### **🚀 Give it a try!**\n\nWe offer **14-day free trials to get started**. Our pricing is license based for internal tool builders and front-end users, and comes with unlimited app builds and runs.\n\nYou can get in touch with us by **signing up on our** [**website**](https://www.gluetrail.com) (we’ll follow up quickly!) or emailing us directly at [annecharlotte@gluetrail.com](mailto:annecharlotte@gluetrail.com).  ",
        "url": "https://www.ycombinator.com/launches/HnT-gluetrail-empowering-non-tech-teams-to-build-internal-tools-in-minutes",
        "votes": 43,
        "created_at": "2023-01-13T11:01:42.171Z"
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    "id": 27836,
    "name": "LinkGrep",
    "slug": "linkgrep",
    "former_names": [
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    "website": "https://linkgrep.com",
    "all_locations": "Jacksonville, FL, USA; New York, NY, USA; Remote",
    "long_description": "Modern teams work in the browser. But browsers weren't built for teams 😔. \r\n\r\nThis leads to a bunch of problems like:\r\n- Knowledge/info that is hard to find (links that get lost, documentation that gets, buried, silos, etc)\r\n- Poor collaboration\r\n- Inefficient workflows\r\n\r\nLinkGrep is an AI browser copilot that solves those problems by making your browser team friendly.\r\n\r\nSpecifically we help teams:\r\n1. 🔗 Keep track of links, documents, and more automatically. With LinkGrep you'll never have to manually add or save a link.\r\n2. 🔍 Find information that matters. LinkGrep connects with your existing tools like Notion and Slack and will automatically suggest relevant information to you as your browse (we have semantic search that you can fallback on). Demo: https://youtu.be/jwcPGDRy4oQ\r\n3. 👥 Collaborate better. LinkGrep lets you leave notes and comments directly on web pages — you won't ever have to copy paste a link into Slack ever again. \r\n4. 🤖 Automate team actions like opening up the right links before a meeting. Never disrupt a meeting to send a link again. Demo: https://youtu.be/an3VKpAWft0",
    "one_liner": "AI browser copilot for teams",
    "team_size": 2,
    "industry": "B2B",
    "subindustry": "B2B -> Productivity",
    "launched_at": 1680284283,
    "tags": [
      "B2B",
      "Productivity",
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      "Remote Work",
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    "batch": "Winter 2023",
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    "regions": [
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      "America / Canada",
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    "stage": "Early",
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    "url": "https://www.ycombinator.com/companies/linkgrep",
    "api": "https://devasheeshg.github.io/yc-api/batches/winter-2023/linkgrep.json",
    "year_founded": 2023,
    "city": "Jacksonville",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/linkgrep/",
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        "full_name": "Divyagnan Kandala",
        "title": "Founder",
        "founder_bio": "Love working on developer & productivity tools. Previously was a frontend engineer at Stripe, Uber, and Amazon.",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/divyagnan",
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      {
        "user_id": 478521,
        "full_name": "TJ Kandala",
        "title": "Founder",
        "founder_bio": "Dev and productivity tool builder. Previously was a software engineer at Sourcegraph where I worked on a bunch of extensions (VS Code, Browser, and the Sourcegraph extensions platform).",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/tjkandala/",
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      {
        "id": 70677,
        "title": "LinkGrep: AI browser copilot for teams",
        "tagline": "LinkGrep helps teams keep track of things and collaborate directly within the browser. ",
        "body": "**TL;DR:** LinkGrep is a browser extension that automatically keeps track of your links, suggests helpful information from your tools (like Slack & Notion) while you browse, opens links for you before meetings, and offers collaboration tools that are built directly into the browser.\n\nInterested? Reach out to us at [founders@linkgrep.com](mailto:founders@linkgrep.com) or book some time with us using <https://cal.com/linkgrep>\n\n![uploaded image](/media/?type=post&id=70677&key=user_uploads/6421/abb769f8-6421-42d5-bbac-beda81559866)\n\n👋🏽 Hi YC, we are [Divyagnan](https://www.linkedin.com/in/divyagnan/) and [TJ](https://www.linkedin.com/in/tjkandala/) and we are excited to share LinkGrep — an AI browser copilot for teams!\n\n# **What does LinkGrep do?**\n\n### **🔗 Automatically keeps track of all of your teams links**\n\n![uploaded image](/media/?type=post&id=70677&key=user_uploads/6421/29f93fd5-7b6a-4a72-b26f-028ca3a1b595)\n\nLinkGrep automatically keeps track of all of your links and ranks them by viewership across your team. This allows you to easily stay on top of every important document. LinkGrep also provides a command palette that is available on every site to help you navigate the browser more quickly.\n\n### **✨ Suggests information from your knowledge bases while you browse**\n\n<https://youtu.be/jwcPGDRy4oQ>\n\nLinkGrep can automatically connect the dots for you and will display related information from your browser history + team knowledge bases (like Slack & Notion) while you browse. LinkGrep also offers traditional semantic search if you ever want to manually search for things too.\n\n### **🤖 Opens up the right links before your meetings**\n\n<https://youtu.be/an3VKpAWft0>\n\nLinkGrep can figure out what links and tabs you need before your meeting and automatically opens them up for you. Everyone on your team will be on the same page when a meeting starts.\n\n### **👥 Makes collaboration easier through contextual notes on webpages**\n\n![uploaded image](/media/?type=post&id=70677&key=user_uploads/6421/e2ad9827-f5fe-432e-990c-38914347924f)\n\nCollaborate directly from webpages. Leave notes, tag teammates, and more. You will no longer need to context switch to other apps or copy paste links to collaborate.\n\n# **Our Ask:**\n\nWant to use LinkGrep for your team? Know a team that would benefit from LinkGrep? Want to invest?\n\nDrop us a line at [founders@linkgrep.com](mailto:founders@linkgrep.com) or schedule a call with us using <https://cal.com/linkgrep>",
        "url": "https://www.ycombinator.com/launches/INx-linkgrep-ai-browser-copilot-for-teams",
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    "id": 27873,
    "name": "Floworks",
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    "all_locations": "Bengaluru, KA, India",
    "long_description": "Floworks (https://floworks.ai) is building a suite of AI employees that helps business to run several business functions such as sales, on autopilot.\r\n\r\nOur flagship product, Alisha is an AI SDR that performs the full outbound SDR job- fully autonomously without any human involvement. \r\n\r\nOur AI SDR Alisha can perform ICP research, find out prospect lists, research about each prospect across 180 web sources, write highly personalized emails to each, follow and engage, and finally coordinate like a human to book sales calls.\r\n\r\nBusinesses using Alisha get 3 key benefits:\r\n1.⁠ ⁠They get 12x output from your existing sales team.\r\n2.⁠ ⁠⁠Are able to scale to 8 figure revenues with just a single AE.\r\n\r\nAlisha is built on our proprietary function calling model ThorV2 (https://floworks.ai/research) that outperforms both Claude 3 and GPT-4 function calling in accuracy by 13% and 43% respectively. At the same time, ThorV2 uses only a fraction of the cost (<40%) and time/latency (<78%) as the other models.\r\n\r\nOur second AI employee, Ashley, is an AI Executive Assistant that keeps you reminded and on top of your on your schedule. Works on your whim- just command Flowy to book a meeting, move a meeting or write a email, and it does without you having to navigate through every apps. You can teach Flowy specific workflows such as ‘inform me immediately if i receive a reply from xyz’, “show my unread emails from last day every morning 7am” and much more\r\n\r\nOur third AI employee, Romona is a helpful AI Revenue Operations Manager that keeps track of every CRM data updation on behalf of your team, works on your instruction to update notes, next steps, MEDDIC after every call, does periodic CRM reporting and much more.",
    "one_liner": "Hire the best AI Sales employees | AI SDR | AI RevOps | AI EA",
    "team_size": 20,
    "industry": "B2B",
    "subindustry": "B2B -> Sales",
    "launched_at": 1678165264,
    "tags": [
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    "regions": [
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    "url": "https://www.ycombinator.com/companies/floworks",
    "api": "https://devasheeshg.github.io/yc-api/batches/winter-2023/floworks.json",
    "year_founded": 2022,
    "city": "Bengaluru",
    "country": "IN",
    "linkedin_url": "https://www.linkedin.com/company/floworkssolutions",
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      "name": "Brad Flora",
      "url": "https://www.ycombinator.com/people/brad-flora"
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    "founders": [
      {
        "user_id": 767160,
        "full_name": "Sarthak Shrivastava",
        "title": "Founder",
        "founder_bio": "An 2X entrepreneur and problem solver with experience in the e-commerce, logistics, and financial services industries of India, Singapore, and Philippines markets. I have built and scaled multiple business verticals in now unicorn startups in India with annual revenues of over US$30M.",
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        "linkedin_url": "https://www.linkedin.com/in/sarthak-shrivastava/",
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      {
        "user_id": 1052632,
        "full_name": "Sudipta Biswas",
        "title": "Founder",
        "founder_bio": "I'm a startup junkie, who loves to build stuffs. I'm passionate about physics and technology, I previously built an AI referee, holds a patent and journal publication.\n\nI am a graduate of Indian Institute of Technology Kharagpur (IIT Kgp). I started my career at Goldman Sachs as a Quantitative Strat. My first startup was Engphile Labs where I utilised AI to solve umpiring errors in live sports. I have also built multiple tax filing products for India’s business at Cleartax.",
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      {
        "title": "YC-backed Indian Startup Claims its AI Agent is Better than OpenAI’s GPT-4o",
        "url": "https://analyticsindiamag.com/aim-exclusive-yc-backed-indian-startup-claims-its-ai-agent-is-better-than-openais-gpt-4o/",
        "date": "Jul 19, 2024"
      },
      {
        "title": "Floworks is building an AI assistant to change how workers interact with software | TechCrunch",
        "url": "https://techcrunch.com/2023/08/31/floworks-is-building-an-ai-assistant-to-change-how-workers-use-software/",
        "date": "Aug 31, 2023"
      }
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      {
        "id": 86791,
        "title": "Floworks AI SDR: Alisha v2",
        "tagline": "Alisha v2 automates the entire outbound sales workflow —lead research, sequencing, objection handling, followups. ",
        "body": "**TL;DR**\\\nIn the v2 of [Floworks](https://floworks.ai/) AI SDR,\n\n1. **High Precision Lead Research:** Alisha AI SDR performs hyper-focused research on prospects by connecting with 10+ sales databases and finding intent signals across 20+ sources.\n2. **Run sequencing across email and LinkedIn _simultaneously_**: Reach, engage, sequence your prospects over both email and linkedin.\n3. **Automated objection handling:** Objection/question/query- our AI SDR handles all responses. Every response is grounded in your business data.\n4. **Automate meeting scheduling:** Our AI SDR, being linked with your calendar, can coordinate on your behalf to book meetings fully _autonomously_.\n5. **Two way CRM Sync:** Alisha AI SDR keeps your CRM updated with every outreach sequencing data. It also runs new campaigns automatically based on the deal progression.\n\nTo get started with Alisha AI SDR, book an intro call with us [here](https://calendly.com/alisha-2ome/30min?embed_domain=floworks.ai&embed_type=Inline&hide_landing_page_details=1&hide_gdpr_banner=1&text_color=000000&primary_color=9209f3&back=1&month=2024-11). We are offering 10% additional discount (with annual plans) on the [listed price](https://floworks.ai/pricing) for customers coming through YC listing.\n\n### **High Precision 🎯 Lead Research**\n\nAlisha AI SDR goes beyond traditional spray and paint approach. With a ChatGPT like interface, you can instruct Alisha to find and pinpoint the exact lead persona.\\\\\n\n* “Find me VP of Sales at UK based healthcare SaaS companies that have recently entered a deal with NHS”\n* “Find me VP of Sales of Fintech companies that recently got Federal Reserve licenses” \n\n![uploaded image](/media/?type=post&id=86791&key=user_uploads/1052632/d26f8751-b536-46c7-85d1-1f72a3d9888f)\n\n### **Multi Channel (Email+Linkedin) Sequencing**\n\nThe \"Media Synergy\" principle says that advertising impact is enhanced when consumers encounter messaging across multiple touchpoints, as each channel reinforces and complements the others.\n\nYes! That quite literally is this feature.\n\nIf your prospect does not respond to emails, Alisha reaches out over Linkedin. If your prospect asks for contracts, Alisha switches back to email again- all while maintaining the context of the conversations.\n\n![uploaded image](/media/?type=post&id=86791&key=user_uploads/1052632/9abc5fa8-287e-46e4-a210-b7ccefbf0d62)\n\n_Prospect: Ujjwal, while Aishwarya is communicating through our AI SDR product Alisha_\n\n### **Instant ⚡ Objection Handling with Grounded AI response**\n\nHow many times have we seen leads dying off because we couldn’t reply to them in time. _A recent HBS study says any response after 15 min of receiving a query reduces the chances of conversion by 80%._ Hence, we introduce Instant Objection Handling.\n\n_Here’s how it works:_\n\nWhile setting up the sequence, you provide AI SDR (a.k.a. Alisha) with all and any of your product/sales info. Supported format of files includes **PDF, Websites, CSV, Plain text, Docs.**\n\nNow, lets say your prospect asks a question “How much does your pricing look like?”, “Can you share some case studies relevant to our industry”. Our AI looks into all the documents and provides an answer. In case it does not find the answer, it does not hallucinate, instead alerts the user.\n\n![uploaded image](/media/?type=post&id=86791&key=user_uploads/1052632/020e1df3-1465-414d-8cc0-dd5f1d10be3e)\n\n> We ensure our model doesn't hallucinate and always provides grounded answers by using our proprietary function calling engine, Thor v2. Read More about this on our [Arxiv paper](https://arxiv.org/abs/2410.17950v1)\n\n### **Calendar Coordination without Calendly**\n\nSending over Calendly links and asking your prospect to book is never considered a sales best practice. First of all, it shifts the burden of work to the prospect (they have to click through, check your availability, and book). And naturally many people won't take the effort, so conversion suffers.\\\n\\\nPlus, in many cultures and settings, it's actually considered rude. It's like saying \"have your people call my people\". \\\n\\\nSo here we come. Alisha AI SDR is integrated with your calendar and goes on to suggest vacant slots to the prospects. Based on the response of the prospect, Alisha AI SDR coordinates like a human and books a meeting accordingly.\n\n![uploaded image](/media/?type=post&id=86791&key=user_uploads/1052632/00fe4265-117c-432e-afcc-f53826036dae)\n\n_Prospect: Ujjwal, while Aishwarya is communicating through our AI SDR product Alisha_\\\n\\\n**Further** **Improvements on v1**\n\n### **Even more control in Composing Messages**\n\nWe found out that AI is not really great at composing Sales emails. However, it is great at collating information from multiple sources and plugging them appropriately in a specific format.\n\nSo, we decided to give the control back to the user. Instead of having Alisha AI SDR write up email from scratch, we provide multiple “recipes” (a.k.a. collection of best cold email formats). Alisha can start from a template and then create personalised copies based on the profiles of each lead.\n\nAlisha can now plug in inline images, links seamlessly in the email body.\n\n![uploaded image](/media/?type=post&id=86791&key=user_uploads/1052632/64ccb343-eb07-4751-b5ca-bd135cf6bab3)\n\n**To get started, book an intro call with us **[**here**](https://calendly.com/alisha-2ome/30min?embed_domain=floworks.ai&embed_type=Inline&hide_landing_page_details=1&hide_gdpr_banner=1&text_color=000000&primary_color=9209f3&back=1&month=2024-11)**.**",
        "url": "https://www.ycombinator.com/launches/MZr-floworks-ai-sdr-alisha-v2",
        "votes": 9,
        "created_at": "2025-01-13T20:18:58.956Z"
      },
      {
        "id": 69995,
        "title": "Floworks: Close more deals with CRM on Slack",
        "tagline": "Update CRM, take meeting notes, get reminded of important follow-ups, send customer emails - all from Slack channels.",
        "body": "**TLDR: Floworks helps sales teams close more deals and stay on top of leads by bringing their CRMs over Slack. For example, after an important sales meeting, a rep can post the summary via slack instead of waiting to get back to their desk to log into Salesforce or HubSpot.**\n\n![uploaded image](/media/?type=post&id=69995&key=user_uploads/1052632/6a48f096-7350-48b0-9cbf-87c889ef35c9)\n\n🤔 **The Problem:**\n\n20% of every salesperson's time is spent doing CRM updates, follow-ups, and administrative tasks. **This time could have been spent doing actual sales.**\n\nEven after investing such time and effort in CRM, have you ever wondered\n\n* **how many crucial follow-ups did your team miss last week?**\n* **how many valuable contacts never converted into opportunities?**\n* **how many lucrative deals slipped through the cracks because of neglected logs and updates?**\n\n**👤Who is it for:**\n\nEvery B2B companies starting with 2 person sales team (like founder led sales)  to 100 and beyond.\n\n## [😊](https://emojipedia.org/smiling-face-with-smiling-eyes/)**The Solution:**\n\nSales teams today live and breathe on Slack. Floworks brings your entire CRM on top of Slack.\n\nIt does so by integrating your existing CRMs like Salesforce, HubSpot and Pipedrive with your Slack workspace. \n\n![](https://www.ycombinator.com/media/?type=post&id=69995&key=user_uploads/1052632/1bce61f1-ed81-435d-abb1-93171ca4b0f8)\n\n**Benefits for Sales teams:**\n\nWith Floworks, sales teams can set up customized flows that\n\n1. Notify about critical tasks like customer follow-ups, stuck deals, escalations etc.\n2. Keeps the team and leaders on top of high value deals in slack based dealrooms.\n3. Alerts the team in timely manners for leads going cold.\n4. Enable you to send customer emails, set up meetings, follow-up tasks- all from Slack.\n\nand much more.\n\nAll our slack alerts are bi-directional in nature. What it means is that you don’t just get notified but **are also able to update, or take follow-up actions (such as moving the deal stage, sending customer emails, updating close date etc.) right from Slack.**\n\nAnd because it’s Slack, the whole team can instantly collaborate on the deal simplifying activities like coaching BDRs and AEs, highlighting key issues, collaborating to solve them etc.\n\n**Benefits for Salespersons:**\n\nWith Floworks, sales folks reclaim **45 minutes to 1 hour everyday**, earlier spent in manual CRM updates, by:\n\n1. Quickly adding contacts, accounts and deals.\n2. Searching and updating deal status and information.\n3. Logging meeting notes.\n4. Seeking approval or escalate issues.\n\nand more- all by giving natural language commands directly from Slack.\n\n![](https://www.ycombinator.com/media/?type=post&id=69995&key=user_uploads/1052632/7f183864-f995-40ce-812d-eaad233abd0f)\n\nWith Floworks there are no more Hubspot or Salesforce related delays. No more manager intervention and follow ups for updating CRMs.\n\nOur customers have told us that they they are closing **15-25%** more deals every month with Floworks.\n\n**Fave features of our customers:**\n\n* Getting setup in minutes with pre-built automations off the block:\n  * Get reminded of pending tasks every morning for each deals.\n  * Get reminded of stuck deals in custom slack channels\n* Add contacts and accounts into CRM on the go- directly from Slack.\n\n**Asks:**\n\nStart using Floworks immediately, and in return, we promise improved sales. \n\nSign up at <https://floworks.ai>.\n\nBook a meeting with us [here](https://meetings.hubspot.com/sudipta-biswas).",
        "url": "https://www.ycombinator.com/launches/ICx-floworks-close-more-deals-with-crm-on-slack",
        "votes": 531,
        "created_at": "2023-03-07T05:01:24.665Z"
      }
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    "id": 27898,
    "name": "Overlord",
    "slug": "overlord",
    "former_names": [
      "Forfeit"
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    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/6794908867671327914d0ac60da63f7da4549e15.png",
    "website": "https://www.overlord.app/",
    "all_locations": "New York City, NY, USA; Remote",
    "long_description": "Overlord knows everything about you (location, Mac data, health data, +dozens more), and can take actions (block Mac/iOS/Android, text/call you, text your friends, take your money) to force you to stay on track with your habits.",
    "one_liner": "AI Accountability Partner",
    "team_size": 2,
    "industry": "Consumer",
    "subindustry": "Consumer -> Home and Personal",
    "launched_at": 1677791396,
    "tags": [
      "Mental Health Tech",
      "Consumer",
      "Fitness",
      "Productivity",
      "Digital Health"
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    "top_company": false,
    "isHiring": false,
    "nonprofit": false,
    "batch": "Winter 2023",
    "status": "Active",
    "industries": [
      "Consumer",
      "Home and Personal"
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    "regions": [
      "United States of America",
      "America / Canada",
      "Remote",
      "Fully Remote"
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    "stage": "Early",
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    "demo_day_video_public": false,
    "app_answers": null,
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    "url": "https://www.ycombinator.com/companies/overlord",
    "api": "https://devasheeshg.github.io/yc-api/batches/winter-2023/overlord.json",
    "year_founded": 2022,
    "city": "New York City",
    "country": "US",
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    "primary_partner": {
      "name": "Brad Flora",
      "url": "https://www.ycombinator.com/people/brad-flora"
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    "founders": [
      {
        "user_id": 254744,
        "full_name": "Josh Mitchell",
        "title": "Founder",
        "founder_bio": "Grew up in a village near Manchester, England. Was really into building 3D printers/CNC machines as a kid, went to Stanford for 2 years, and dropped out to do YC.",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/josh-mitchell-252b2a182/",
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      },
      {
        "user_id": 733476,
        "full_name": "Eddie Raven",
        "title": "Founder",
        "founder_bio": "Went straight into industry as a software engineer after graduating high school. Now working on Forfeit.",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/eddie-raven-1a7b6a24b/",
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      {
        "id": 96453,
        "title": "Overlord - AI Accountability Partner",
        "tagline": "Overlord knows everything about you (location, Mac data, health data, +dozens more), and can take actions (block Mac/iOS/Android, text/call you, text your friends, take your money) to force you to stay on track with your habits.",
        "body": "Hey all, I’m Josh, Co-Founder of Overlord, with my friend Eddie. We’re aiming to build the Holy Grail of productivity apps - an AI agent to replace self-control.\n\nHere’s our landing page: [www.overlord.app](http://www.overlord.app)\n\nHere’s the link if you want to chat with it: [chat.overlord.app](http://chat.overlord.app)\n\nImagine you hired someone to stay awake 24/7, sat behind a big computer screen, monitoring you - knowing where you are (GPS), what website you’re on (Mac integration), what you spend money on. They can take actions: texting/calling you, charging you money, blocking your iOS/Android apps, blocking websites on your Mac, texting friends if you’ve fallen off the wagon.\n\nOverlord has been in a closed beta for about a year, and has had hundreds of thousands of messages sent to it by users. It’s specifically meant to be weasel-proof, so we’ve put a lot of effort into making sure there are no easy workarounds. Our target users are the type of people that have their friends manage their Screen Time passcodes, and have web blockers all over their Mac.\n\nHere are a few examples of what Overlord can do:\n\n* **Staying sober:** “Send a video blowing 0.00 on a breathalyser each night at 11pm, or text Jane: “John has skipped his evening check-in. Ensure he’s not relapsed”.”\n* **Undistracted on Mac:** “Lock me in from 9-5 each day on my Mac. Annoy me if I go on anything unrelated to work, and block if I go on any rabbit holes. Work is anything coding related.”\n* **Not skipping cardio:** “When I enter the gym, make sure I send a photo of 10 mins cardio, or charge me $5\".”\n* **My personal screen block:** “Block Instagram at all times, allowing me 1 min an hour, 15 mins if I send a photo of a meal, and unblock on Friday/Saturday nights from 7pm-4am. Charge me $50 if I disable Screen Time Permissions.”\n* **Mac productivity to co-founder:** “Track my Mac. Send a text to my co-founder of my total productive time each day at 11pm.”\n* **Showering after gym:** “When i get home from the gym, make sure I send a selfie if my hair wet within 30 mins or lose $5”\n\n**_No processed food:_** “Each time I spend money at Trader Joe’s or Whole Foods, make sure I send a receipt (with the exact amount spent to ensure I’m not cheating) and it must not have anything processed on it. Also no purchases from any dollar pizza store. If I do, charge me $50.”\n\nhttps://youtu.be/Cr1A0j6LBec\n\n**_Morning routine w/ screen blocking + charging:_**\\_ “Call me to wake me up at 7am, and block my apps at this point. I must send a photo of my fridge at 7:05, a video brushing teeth by 7:10, a photo of a coffee by 7:20, and a photo outside by 7:30 (unblock my phone at this point). If I miss any of these, call me, then if I am not telling you I’m taking action on the phone, charge me $1.”\n\nhttps://youtu.be/TVSTbu3jwKA\n\n**_Getting to work immediately:_**\\_ “Once I arrive at the office, I must start a 2hr focus session on my Mac within 15 minutes. If I exit this, or spend more than 10 mins distracted or inactive total, charge me $5 and text my co-founder that I’m distracted. Block all distracting sites.”\n\nhttps://youtu.be/I0NvyW7RQYM\n\n**Asks:**\n\n1. Give it a go at [chat.overlord.app](http://chat.overlord.app) ! See if any goals you can set up with it would be useful to you. No login required.\n2. Comment down below if there are any goals/capabilities you’d like to see - there’s a bit of a learning curve to Overlord, but it can be extremely powerful once you get the hang of it.\n\n![uploaded image](/media/?type=post&id=96453&key=user_uploads/254744/79482180-f44e-41da-8397-d2cd197eec85)\n\n\nHappy New Year!\n\nJosh",
        "url": "https://www.ycombinator.com/launches/P5h-overlord-ai-accountability-partner",
        "votes": 24,
        "created_at": "2025-12-31T00:29:23.091Z"
      },
      {
        "id": 69854,
        "title": "📱 Forfeit App - Complete your habits or we take your money",
        "tagline": "Sent photo/timelapse evidence of you completing your habits, or we take $$$",
        "body": "**tl/dr:** Forfeit is an iOS/Android app that **takes your money if you don’t do what you say you’re going to do**. You must submit photo/timelapse evidence of you completing said habit, which we then manually verify on our end, or we take your money.\n\nEg, I know there’s a very slim chance I can motivate myself to go to the gym each weekday morning at 6am for the next 4 weeks. I can set a Forfeit to force me to send a photo, inside the gym, each morning at 6am, or lose $20 each time I don’t. It’s pretty much unlimited willpower!\n\n![](https://uploads-ssl.webflow.com/602cf455f72a961cfec0c783/634094c898f0f615c6402033_ezgif.com-gif-maker%20(13).gif)\n\n**💰Opportunity:**\n\nMost people struggle with forming habits, and this is the only thing that truly motivates a subset of these people. We have a very short payback period on our initial ad campaign, and for a while have had a small amount of users that love us and run a lot of their life through our app.\n\n**Our ask:**\n\n🚀 Procrastinating on your YC launch (like us)?\\\n🧘‍♀️ Want to meditate consistently for the next 30 days?\\\n🏋️ Want to be more consistent in the gym?\\\n✅ Have a load of boring ToDos that you wish you could be forced to grind out in 5hrs?\\\n📈 Absolutely anything you want to force yourself to do, that you can either self-verify or prove with a photo/timelapse?\n\nGive it a try here!\n\n<https://apps.apple.com/us/app/forfeit-do-it-or-donate/id1633125787>\\\n<https://play.google.com/store/apps/details?id=app.forfeit.forfeit>",
        "url": "https://www.ycombinator.com/launches/IAg-forfeit-app-complete-your-habits-or-we-take-your-money",
        "votes": 41,
        "created_at": "2023-03-01T22:20:12.862Z"
      }
    ]
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    "id": 28071,
    "name": "Epsilon",
    "slug": "epsilon",
    "former_names": [
      "Backprop",
      "planar",
      "Planar"
    ],
    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/e47843584052deeed1fa6de8329bc470a1152265.png",
    "website": "https://www.epsilon-ai.com",
    "all_locations": "New York City, NY, USA",
    "long_description": "Get answers to research questions with citations from the academic literature. ",
    "one_liner": "AI Search Engine for Academic Research",
    "team_size": 2,
    "industry": "Education",
    "subindustry": "Education",
    "launched_at": 1673303732,
    "tags": [
      "Education",
      "Productivity",
      "AI"
    ],
    "tags_highlighted": [],
    "top_company": false,
    "isHiring": false,
    "nonprofit": false,
    "batch": "Winter 2023",
    "status": "Active",
    "industries": [
      "Education"
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    "regions": [
      "United States of America",
      "America / Canada"
    ],
    "stage": "Early",
    "app_video_public": false,
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    "url": "https://www.ycombinator.com/companies/epsilon",
    "api": "https://devasheeshg.github.io/yc-api/batches/winter-2023/epsilon.json",
    "year_founded": 2022,
    "city": "New York City",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/epsilonai",
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    "primary_partner": {
      "name": "Jared Friedman",
      "url": "https://www.ycombinator.com/people/jared-friedman"
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      {
        "id": 74855,
        "title": "Epsilon - AI search engine for academic research",
        "tagline": "Get answers to research questions with citations to academic literature",
        "body": "For research scientists in industry or academia, [**Epsilon**](http://www.epsilon-ai.com/) is a tool that gives instant answers to research questions using references to academic literature.\n\n![uploaded image](/media/?type=post&id=74855&key=user_uploads/979098/7a638119-bea4-4acc-bbf2-3c5b4a6dc9a5)\n\n**Problem**\n\nChatGPT and other general purpose LLMs are not well suited for researchers. Why?\n\n* They don’t use the most up to date information\n* They can’t provide citations to relevant peer-reviewed literature\n* They struggle to give detailed and comprehensive answers that are necessary for research\n\nMeanwhile academic search tools like Google Scholar leave researchers with hours of paper reading to find the one single nugget that suits their specific use case.\n\n**How Epsilon Works**\n\nFor a given search query, Epsilon will find content from top related academic papers to generate research-backed. Users use our product to brainstorm research questions, summarize papers, and find targeted reading material that they can use to learn new academic subfields.\n\nHere’s a demo of how it works:\n\n![uploaded image](/media/?type=post&id=74855&key=user_uploads/979098/1999826d-c35f-4713-81bf-421363979285)\n\nWe simplify repetitive workflows for scientists so that they can focus on producing ground-breaking research.\n\n**Get Started**\n\nTry it out [**here**](http://www.epsilon-ai.com/) or send it to someone who you think will find it useful. And let us know what you think!",
        "url": "https://www.ycombinator.com/launches/JTL-epsilon-ai-search-engine-for-academic-research",
        "votes": 36,
        "created_at": "2023-09-14T15:38:00.752Z"
      }
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  },
  {
    "id": 28082,
    "name": "Sorted",
    "slug": "sorted",
    "former_names": [],
    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/12cc8fc655f814db94872047b9f30cc7991aede8.png",
    "website": "https://sorted-lp.webflow.io/",
    "all_locations": "Copenhagen, Denmark; Remote",
    "long_description": "The first completely automated SaaS management software. \r\nScrap the spreadsheets and avoid slack surveys when you need to run compliance audits, provisioning users, or track unused licenses. Sorted provides visibility to admins in 2 minutes without sacrificing employee flexibility.",
    "one_liner": "Instant SaaS management",
    "team_size": 2,
    "industry": "B2B",
    "subindustry": "B2B -> Operations",
    "launched_at": 1672841928,
    "tags": [
      "SaaS",
      "B2B",
      "Productivity",
      "Collaboration",
      "Subscriptions"
    ],
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    "top_company": false,
    "isHiring": false,
    "nonprofit": false,
    "batch": "Winter 2023",
    "status": "Inactive",
    "industries": [
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    "regions": [
      "Denmark",
      "Europe",
      "Remote",
      "Fully Remote"
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    "stage": "Early",
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    "url": "https://www.ycombinator.com/companies/sorted",
    "api": "https://devasheeshg.github.io/yc-api/batches/winter-2023/sorted.json",
    "year_founded": 2022,
    "city": "Copenhagen",
    "country": "DK",
    "linkedin_url": "https://www.linkedin.com/company/sortedtools/",
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    "primary_partner": {
      "name": "Jared Friedman",
      "url": "https://www.ycombinator.com/people/jared-friedman"
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    "founders": [
      {
        "user_id": 1148997,
        "full_name": "Adam Ingwersen",
        "title": "Founder",
        "founder_bio": "Tinkerer based in Denmark",
        "is_active": false,
        "linkedin_url": "https://linkedin.com/in/adamildk",
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      {
        "user_id": 1149074,
        "full_name": "Frederik Ingwersen",
        "title": "Founder",
        "founder_bio": "Engineer with people skills.",
        "is_active": false,
        "linkedin_url": "https://www.linkedin.com/in/frederik-ingwersen-linnemann-a69005106/",
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  {
    "id": 28108,
    "name": "CodeParrot AI",
    "slug": "codeparrot-ai",
    "former_names": [
      "encoding.ai",
      "Good Engineering",
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    "long_description": "CodeParrot is a developer first design to code tool. It uses AI to convert components from Figma files / screenshots to production-ready code. ",
    "one_liner": "Helps Developers build stunning UI Lightning Fast ⚡️",
    "team_size": 2,
    "industry": "B2B",
    "subindustry": "B2B -> Engineering, Product and Design",
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        "user_id": 329126,
        "full_name": "Royal Jain",
        "title": "Founder",
        "founder_bio": "CEO at CodeParrot - Helps Developers build stunning UI Lightning Fast ⚡️ \n\nRoyal is a software developer turned Entrepreneur. Previously, CTO of a startup with $7 million ARR, acquired by an edtech unicorn. He was the founding engineer at voice analytics company Deepaffects (acquired by RingCentral) after completing computer science graduation from IIT Bombay.",
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        "full_name": "Vedant Agarwala",
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        "founder_bio": "Engineering leader. Led backend and mobile teams at unicorn tech company Apna Jobs and scaled systems to handle 100 million daily requests. 2x founder, dropped out of college to start quick commerce platform Instano (acqui-hired by MagicTiger).",
        "is_active": false,
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      {
        "id": 81056,
        "title": "CodeParrot AI: Ship stunning UI lightning fast ⚡",
        "tagline": "Transform Figma files to production-ready code. Build web and mobile apps in days, not months.",
        "body": "**tl;dr:** If you want to build a good UI faster, then [CodeParrot](https://www.codeparrot.ai/) is the product for you. It’s a vscode plugin where you specify your Figma component, share your code preferences, and voila! Don’t skimp on a good user interface; it’s the first impression you don’t get to make twice! Try it [here](https://marketplace.visualstudio.com/items?itemName=CodeParrot-ai.codeParrot).\n\n—\n\nHi, we are **Royal** and **Vedant**. We have worked as CTOs and EMs and started CodeParrot with a mission to improve developer productivity and happiness!\n\n![uploaded image](/media/?type=post&id=81056&key=user_uploads/329126/bf10e92c-2a6e-442f-a81a-3343bca809e6)\n\n[Royal](https://www.linkedin.com/in/royal-jain) (on the right) loves computer networking and building compilers. Talk to me about all things computer science and football (soccer for some of you)    \n\n[Vedant](https://www.linkedin.com/in/vedantsopinions) (on the left) loves building efficient user interfaces and cryptography (eth) and has OCD with coding practices. \n\n### ⚠️ Problem\n\nShipping fast often comes with cutting corners. When you cut too many corners, you end up going in circles. Just look at our old website \n\n![uploaded image](/media/?type=post&id=81056&key=user_uploads/329126/ada2d484-ada0-4248-a058-938611a65d31)\n\nwhich we are now changing to\n\n![uploaded image](/media/?type=post&id=81056&key=user_uploads/329126/b4c42892-e730-4845-9dfc-8834ceb0cdb5)\n\nBuilding a really good-looking product is hard! And with so many products out there, the user expectations have never been higher.\n\n### ⚡ Solution\n\nCodeParrot converts Figma Designs and screenshots to production-ready code. Why choose us?\\\n\\\n**We understand Figma** - we parse your Figma file to extract layout, style, and semantic information to give the most accurate results.\n\n![uploaded image](/media/?type=post&id=81056&key=user_uploads/329126/11a99a0f-9b33-42e6-aa89-9002971deb94)\n\n**We know you have code preferences** - specify how you like your code exactly. Only once.\n\n![uploaded image](/media/?type=post&id=81056&key=user_uploads/329126/9966735b-534c-4045-809a-a181061b74b4)\n\n**We build on your existing work** and reuse your existing components, libraries, and coding standards. \n\n![uploaded image](/media/?type=post&id=81056&key=user_uploads/329126/badbb145-a7e1-42e3-ba37-0f4ccd119f38)\n\nAll aligned to a single goal to help developers build stunning UI lightning fast ⚡️\n\n### Getting started\n\nSimply install the product from [vscode marketplace](https://marketplace.visualstudio.com/items?itemName=CodeParrot-ai.codeParrot). Join our [discord](https://discord.gg/pX3Mbghevg) for feature requests and more!",
        "url": "https://www.ycombinator.com/launches/L5M-codeparrot-ai-ship-stunning-ui-lightning-fast",
        "votes": 30,
        "created_at": "2024-05-23T15:03:44.200Z"
      },
      {
        "id": 69620,
        "title": "CodeParrot 🦜 - Automate API Testing using production traffic",
        "tagline": "Take back hours spent in testing, let CodeParrot generate and maintain intelligent test cases. ",
        "body": "**TL;DR** [CodeParrot](https://www.codeparrot.ai/) uses production traffic to generate intelligent test cases. What’s more? It can mock downstream dependencies like databases, external APIs, so you don’t need to set up a test environment to run these tests. If this sounds useful, **book a demo** [**here**](https://calendly.com/royaljain0203/30min) to learn more **📅**\n\n**About Us**\n\nHello everyone! We’re Royal and Vedant and we couldn’t be more thrilled to introduce CodeParrot to our fellow devs!\n\n**Problem**\\\nNobody likes writing tests. Why? Additional work, needs maintenance, requires setting up test environments, mocking 😩. What's there to like?\n\n**Solution**\\\nCodeparrot captures API calls from the production environment - both requests made to your backend service and downstream calls which the service makes (like database calls, third party APIs etc). This data is used to generate test cases.\n\n![uploaded image](/media/?type=post&id=69620&key=user_uploads/329126/592ba381-8fa6-4d0b-9fdf-57c3aa0626d2)\n\nWhenever the service is updated, we run the service in an isolated container. We replay the test cases and compare the responses with the responses captured in production. All the downstream services are mocked and regressions are highlighted to the developers. Sounds Interesting? Checkout our [Demo Video](https://www.loom.com/share/dd6c12e23ceb43f587814a2fbc165c1f).\n\n![uploaded image](/media/?type=post&id=69620&key=user_uploads/329126/0519dc8a-d821-42ea-bd60-f13a0e79ca67)\n\nCodeparrot is a auto-updating test suite for your backend services.\n\n**Our Ask - Give us a chance 🚀**\n\nWe want you! Interested in CodeParrot’s solution? Contact us at [royal@codeparrot.ai](mailto:royal@codeparrot.ai) or book a [demo](https://calendly.com/royaljain0203/30min) here",
        "url": "https://www.ycombinator.com/launches/I6u-codeparrot-automate-api-testing-using-production-traffic",
        "votes": 30,
        "created_at": "2023-02-23T20:32:04.700Z"
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    "id": 28329,
    "name": "Type",
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    "all_locations": "New York City, NY, USA",
    "long_description": "Type.ai is the AI-native storytelling studio for independent authors and creators. We help people craft books, novels, screenplays, and other types of long-form, creative fiction.",
    "one_liner": "AI-native storytelling studio.",
    "team_size": 5,
    "industry": "Consumer",
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        "user_id": 211874,
        "full_name": "Stew Fortier",
        "title": "Founder",
        "founder_bio": "Co-founder & CEO at Type.ai (W23). Previously co-founded Foster (W21). Before that, I served as the CTO of Banzai and an EIR at the Allen Institute for Artificial Intelligence.",
        "is_active": true,
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        "id": 77152,
        "title": "Founding Product Engineer",
        "url": "https://www.ycombinator.com/companies/type/jobs/1idOunL-founding-product-engineer",
        "location": "NY, US",
        "type": "Full-time",
        "role": "Engineering",
        "role_type": "Full stack",
        "salary_range": "$140K - $230K",
        "equity_range": "0.50% - 5.00%",
        "experience": "3+ years",
        "visa": "US citizen/visa only",
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    "news": [
      {
        "title": "Type raises $2.8M to build a new kind of document editor",
        "url": "https://type.ai/blog/type-seed-round",
        "date": "Jun 14, 2023"
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    "launches": [
      {
        "id": 69329,
        "title": "Type – an AI-first document editor",
        "tagline": "Type is an AI-first document editor that helps you write faster.",
        "body": "Hi there –\n\n[Stew](https://www.linkedin.com/in/stew-fortier/) and [Stefan](https://www.linkedin.com/in/stefanli/) here. We're building Type.ai.\n\nType.ai is an [AI writing tool](https://type.ai). We help marketers and creators write high-quality content remarkably fast.\n\nType makes it effortless to access the most powerful capabilities of today’s large language models. Type’s AI can instantly generate and transform any text – it picks up on your intent and the context of your document as you write.\n\nWe’d love to give you early access [here](https://type.ai/).\n\n## The problem\n\nCompanies spend billions of dollars on content marketing each year, but creating great content is hard. Finding compelling ideas and articulating them in a way that will resonate with an audience requires constant experimentation and iteration.\n\nAI will radically reduce this friction by making it easier to generate and refine ideas, but it's still hard to get today’s large language models to give you what you need.\n\nYou must either become a “prompt engineer” or use AI writing tools with rigid, template-based interfaces that constrain creativity and produce mediocre content.\n\n### The solution\n\nWe've built a flexible, fast document editor that lets a user quickly surface powerful AI commands by hitting cmd + k as they write.\n\nType’s AI commands help with the slowest parts of writing, from generating drafts to rewriting content to suggesting what to create next.\n\nThe more you write, the better Type’s suggestions get. Type’s AI understands the context of a document – it can generate or transform text quickly and accurately. \n\nWe combine the flexibility of a product like ChatGPT with a powerful document editor. The result: Type is fun to write in!\n\n### The founders\n\nWe started building this because we were surprised nobody else had. Writing is not a “one-shot” activity! You need a flexible canvas for refining your ideas as you write.\n\n[Stew](https://www.linkedin.com/in/stew-fortier/) (CEO) is an entrepreneur with a lifelong passion for writing. [Stefan](https://www.linkedin.com/in/stefanli/) (CTO) is a software engineer with previous experience building advanced document editors.\n\n### Start writing with Type\n\nIf you are planning to write a bunch this year, please drop your info below and we will send you an invite ASAP:\n\n👉 [Request an invite](https://type.ai/)\n\nThanks!\n\nStew & Stefan",
        "url": "https://www.ycombinator.com/launches/I2D-type-an-ai-first-document-editor",
        "votes": 32,
        "created_at": "2023-02-15T23:16:56.973Z"
      },
      {
        "id": 64183,
        "title": "Foster – a better way to write.",
        "tagline": "Tap a button in Google Docs and watch your writing transform.",
        "body": "Hi, everyone!\n\nStew and Dan here from [Foster](https://foster.co/).\n\nFoster is a button that lives inside Google Docs. Writers can tap it to get collaborative support on their writing within 24 hours.\n\nBehind the scenes, we’ve built a collective of writers, editors, and experts who love jumping into first drafts and helping improve them.\n\nFoster contributors do much more than spot a missing comma; they can give you ideas on how to make a story funnier or how to make an argument air-tight.\n\n### **Quality writing wins**\n\n**Writing on the Internet follows a power law.** The _best_ piece of writing on a topic tends to have an exponentially larger impact than the average piece.\n\n**But writing great stuff is hard.** Most writers publish into the void, hoping for constructive feedback that never comes.\n\n### **We help writers and content teams produce better writing**\n\nFoster’s [Chrome extension](https://foster.co) lets anyone summon editors and experts to appear directly inside of their work and help them produce something great.\n\nAll drafts on Foster are privately routed to vetted contributors who we believe will be able to push them forward.\n\nMost automated writing and grammar tools can only catch relatively minor errors. We’re focused on what we consider to be the harder part of the process: how do you turn a rough draft into something timeless?\n\n### **Foster is easy to use**\n\nWriters never have to leave Google Docs to use Foster.\n\nHere’s what the process looks like:\n\n1. Write.\n2. Share the draft with Foster.\n3. Receive constructive suggestions.\n4. Rewrite and incorporate the best feedback.\n5. Publish.\n\n### **Writers love it**\n\nThe most common word we hear from our early users is “[Amazing](https://share.cleanshot.com/NNMuxM).”\n\nCoincidentally, many of our early users are YC founders or Hacker News regulars. Both of these drafts were sent through Foster prior to being submitted to HN: [We need a middle class for startups](https://news.ycombinator.com/item?id=31327219),  [What's the Future of IDEs?](https://news.ycombinator.com/item?id=29304667)\n\nAnd while it’s exciting to see individual pieces improve, many writers tell us that using Foster has elevated their writing skills generally ([Tweet](https://twitter.com/tomcritchlow/status/1535404631123173376)) and motivated them to write more ([Tweet](https://twitter.com/liuxi/status/1511191555796729862)).\n\n### **We’re ready to support your writing**\n\nToday, we’re ready to help everyone produce better writing.\n\n**You can sign up for one of our new plans and get high-quality support on your next draft here:**\n\n<https://foster.co>\n\nYou can use the code “FIRSTDRAFT” for a free month of the Hobbyist or Basic plan.",
        "url": "https://www.ycombinator.com/launches/GhD-foster-a-better-way-to-write",
        "votes": 38,
        "created_at": "2022-06-29T16:10:15.154Z"
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    "id": 28415,
    "name": "moonrepo",
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    "website": "https://moonrepo.dev",
    "all_locations": "Portland, OR, USA; Remote",
    "long_description": "moonrepo is a developer tool that reduces build/test/deploy times, and maintenance costs for companies. We’ve achieved this through moon, our open source build system and repository management tool. moon can be paired with moonbase, our paid service that provides cloud caching, CI insights, code ownership, and health score related metrics. The company is founded by Miles Johnson and James Pozdena who have a combined 25+ years in the software development industry with tenure at Airbnb and Coinbase.",
    "one_liner": "Open source build tool for monorepos and large codebases",
    "team_size": 2,
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        "answer": "We build solutions for common devx/tool problems."
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        "question": "What is your company going to make? Please describe your product and what it does or will do.\n",
        "answer": "We plan to make a suite of tools and services to solve common developer experience and company workflow problems. These are problems that all companies deal with at some point in time, and range from solutions like a configuration service, code ownership, repository management, deploy/merge locks, CI insights and metrics, deployboard, and much more.\r\n\r\nMany companies custom build in-house solutions to these problems, as there are non-viable or no alternatives. This diverts focus and resources away from their mission. We hope to provide solutions to these problems, so that companies can focus solely on their mission.\r\n\r\nThe first tool in this suite is moon, which is a language agnostic build system (built in Rust), with first class support for CI pipelines and the developer experience. In the future, this will be expanded to also support CD workflows. To expand upon moon, we are currently building a service called moonbase, which supports remote caching of build artifacts, and in the future will aggregate CI insights to generate dashboards, and provide a user interface for CD deployments.\r\n\r\nLooking to the future, we have plans for a large array of tools and services to build, as mentioned above. Our goal is to provide a holistic developer/infra platform."
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        "full_name": "Miles Johnson",
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        "id": 69492,
        "title": "🌑 moonrepo - Simplifying codebase management and organization",
        "tagline": "From build to deploy, moonrepo is a better way to manage codebases, save developer time, and boost your business.",
        "body": "Hey YC!\n\nMiles and James here from [moonrepo](https://moonrepo.dev). Are you struggling with large codebases? Well, look no further! We built moonrepo to simplify repository management, project ownership, task running, and everyday developer and productivity workflows.\n\n### 🧑‍💻 Who is it for\n\nFor companies or individuals that maintain monorepos or large codebases (or any size really), and want to reduce build and CI times, and ensure their repository stays healthy.\n\n### 🚀 How we’re solving it\n\nAfter more than a decade in the industry, with many of those years working on infrastructure and developer tooling-related products, we weren’t happy with the status quo of tooling or ad-hoc solutions that companies are required to build. As such, we set out to build moon, a language-agnostic task runner that is smart enough to only run against affected code changes, and [moonbase](https://moonrepo.dev/moonbase), an upstream service for monitoring CI pipelines. We wanted our products to be enjoyable to use and easy to understand.\n\n![uploaded image](/media/?type=post&id=69492&key=user_uploads/1247217/8945b4a3-e49c-410b-ae5f-5c59794fbbea)\n\n### 🛰️ How it works\n\nAt a high level, we are putting an immense focus on the developer experience. For example, the configuration is in YAML, which everyone is familiar with, and is **_not_** a proprietary syntax. Tasks are defined and run as if you were running them in the terminal; there are no more abstractions. We automate common and everyday workflows. We manage a toolchain, ensuring the correct version of languages is used (no more “works on my machine”). And lastly, our foundation is built on Rust and Tokio, so performance is first-class, the runtime is reliable, and memory safety is guaranteed.\n\n![uploaded image](/media/?type=post&id=69492&key=user_uploads/1247217/c5d3c251-0768-493b-8bed-28c9fc60bc6a)\n\n### Try it today!\n\nOur moon task runner is free and open source, and will always be! Start adopting today and see the immediate benefits in your codebase. <https://moonrepo.dev/moon>\n\nOur moonbase service is also available under our free tier (with reasonable limits). Join today in 1-click! <https://moonrepo.dev/moonbase>\n\nIf you have any questions or would like a demo, feel free to join our Discord community and follow us on [Twitter](https://twitter.com/tothemoonrepo)!",
        "url": "https://www.ycombinator.com/launches/I4q-moonrepo-simplifying-codebase-management-and-organization",
        "votes": 21,
        "created_at": "2023-02-21T19:13:22.175Z"
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    "id": 28416,
    "name": "Pierre",
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    "all_locations": "San Francisco, CA, USA",
    "long_description": "We are re-building code hosting, code review, and CI primitives from the metal, for the next generation of professional developers: Small, focused teams, working closely, augmented by AI.",
    "one_liner": "Pierre is a new, opinionated, git platform.",
    "team_size": 10,
    "industry": "B2B",
    "subindustry": "B2B -> Engineering, Product and Design",
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        "full_name": "Jacob Thornton",
        "title": "Founder",
        "founder_bio": "Jacob Thornton has been doing software development in the bay area for over a decade, as an early employee at startups like Twitter, Medium, and Coinbase.\n\nDuring this time he contributed to several large open source projects (most notably as the co-creator of Twitter Bootstrap), given talks around the world (https://www.youtube.com/watch?v=UIDb6VBO9os), and written several chapters in technical books (beautiful javascript, if Hemingway wrote javascript).",
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        "founder_bio": "I have worked for a number of consumer tech companies ranging from Twitter in 2010 to Coinbase in 2018. I started as a backend engineer using Ruby on Rails and then eventually moved up the stack to iOS engineering, React Native engineering and now mostly React. I enjoy hanging out with my cat when not working.",
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        "title": "Pierre - A new way to review code",
        "tagline": "Pierre enables engineers, designers and business team members to discuss new features before they're merged.",
        "body": "Hi Everyone —\n\nWe are Ian and Jacob, and we are on a mission to modernize code reviews. Sign up for the alpha on [**HeyPierre.app**](http://heypierre.app/)\n\n![uploaded image](/media/?type=post&id=69619&key=user_uploads/46928/b1f1d6e0-88b1-4a2e-b17c-0d5982d2543d)\n\nJacob (CEO) and Ian (CTO) met as early engineers at Twitter 14 years ago.\n\nJacob is the co-creator of Bootstrap (one of the largest and most popular open source communities on GitHub) and later went on to work as one of the first engineers at Medium. Ian was the first intern at Twitter, dropping out of college at 19 to TL the Twitter platform team.\n\nJacob and Ian co-founded a mobile app called Bumpers in 2016, which was eventually acquired by Coinbase. For the next 5 years, they led the Product Platform team at Coinbase and were the company-wide web and mobile DRIs.\n\n### Github doesn’t solve today’s biggest engineering problems\n\nIn the decade+ since Github was built, tools that prioritize real time collaboration and discussion (Figma, Notion, and Linear) have exploded in popularity, but the circa-2006 code review experience hasn’t materially changed.\n\nWe’re building a new way to review code, and we’re starting with pull requests. As engineers with more than 15 years of experience, we’ve seen firsthand how cumbersome a pull request review is using Github — often, pull requests lack necessary context, take too long to approve, and cannot be viewed by non-engineers for feedback. Github’s comment features make it difficult to manage a conversation over time, and discussion is lost when engineers switch to Slack or Hangouts.\n\n### Your code, conversations, and collaborators. Together.\n\nPierre enables engineers to shape the way that their code is reviewed. We’re starting with two of the biggest problems that engineers have:\n\n1. How do you set better context?\n2. How do you better manage discussions?\n\nWe’re taking features of the products you love most — the organized chats of iMessage, the real time collaboration of Figma, and the narrative structure of Notion — and we’re bringing it to code reviews.\n\n![uploaded image](/media/?type=post&id=69619&key=user_uploads/46928/2f0b02fe-d44b-4605-a704-f66aa7736c4f)\n\nUsing Pierre, code review creators can:\n\n* Set context next to the code\n* Reorganize diffs intuitively\n* Break up large pull requests into digestible bites\n\nAnd code reviewers can:\n\n* Be anyone — no more waiting for the bug bash to get design and product feedback\n* Comment on anything — code, images or text\n* Conduct real-time conversations right next to the code\n* Get up-to-speed on changes more quickly\n\n### Why we built Pierre\n\nWe’ve been intimately using GitHub since it’s inception (Ian’s user id is #91). There’s been a lot to love about GitHub over the years, but innovation on the core experience is lagging and other pieces of our toolchain are making us expect more. This is only exasperated by Ian living in NYC and Jacob in SF.\n\nEngineers deserve a realtime, collaborative software platform optimized for productivity - instead of a slow, feed-based social network for coding.\n\n### Try Pierre Out!\n\n* Head to [**HeyPierre.app**](http://heypierre.app/) and sign up for our waitlist. We’re in closed alpha, but we can’t wait for you to try us out.\n* We’re looking for a handful of fast growing teams (with \\~25-50 engineers) to pilot us. If you know a team that could be a good fit, email [rachel@heypierre.app](mailto:rachel@heypierre.app). **Earn a $200 referral bonus for each paying team you bring in.**",
        "url": "https://www.ycombinator.com/launches/I6t-pierre-a-new-way-to-review-code",
        "votes": 67,
        "created_at": "2023-02-23T20:27:31.367Z"
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    "long_description": "Magic Loops are the fastest way to automate (almost) anything. By combining generative AI with code, we make it easy for anyone (yes, even non-programmers!) to setup repeatable tasks and automated workflows.\r\n  \r\n- Want to use ChatGPT to classify new product features from a Close call? \r\n \r\n- Want to receive a text when someone purchases >$1000 from your Shopify store?\r\n  \r\n- Want to replace your bespoke AWS Lambdas with self-repairing code? \r\n  \r\nBuild your first Magic Loop today! ",
    "one_liner": "Program computers with natural language",
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        "full_name": "Adam Williams",
        "title": "Founder",
        "founder_bio": "Vibe coding for the next 200 million programmers. Previously: Grew Kojo from Seed to Series C, millions in ARR, 1 to 20+ engineers. Created Long Game from scratch (off) to millions in AUM. Built weather data infrastructure for all iPhone and Android phones in the US. Wrote digital logic (FPGA) for two satellite missions (NASA) and a Mars rover (ESA/NASA).",
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        "id": 74297,
        "title": "Magic Loops - Easy automation with AI",
        "tagline": "Combine LLMs and code to create simple automations",
        "body": "Howdy! We’re Adam and Mihai from Magic Loops — a new way to program computers using generative AI.\n\n### **tl;dr**\n\nMagic Loops combine LLMs and code to make simple automations easy to build and run.\n\n### **🙈 The Problem**\n\nYou want to automate a repetitive task or workflow.\\\nToday, you’re likely: \n\n1. Attempting to use a **no-code/low-code** tool but struggling with **limitations**\n2. Trying to use **ChatGPT** but struggling with **numbers and repeatability**\n3. **Calling an engineer** because you’re in over your head\n\n### 🪄 **Magic Loops** ➰\n\nSimply describe your task and we’ll generate a loop that uses a combination of code and LLM “blocks” to handle your workflow.\n\nWe give you full control over the loop, allowing you to change and modify it until it fits your needs.\n\nYou can run the loop at set times or by sending an email or webhook. Each loop can utilize code, LLMs, integrations, and APIs. The output of each loop is a text message, email, or webhook.\n\nOnce you've tested your loop, hit publish and we’ll host it for you.\n\n![uploaded image](/media/?type=post&id=74297&key=user_uploads/633171/f484bd0f-3da3-46d3-ac2c-8102d794d722)\n\n### **What are people using Magic Loops for?**\n\n**Investors: Watching YC launches**\n\n* [YC S23 Watcher](https://magicloops.dev/loop/5f524d25-f213-4943-af57-244ead73c15f) will text you the latest YC launches\n\n**Can of Soup: Generating novel pictures**\n\n* [Daily Image Prompt](https://magicloops.dev/loop/4246b18f-f258-44bf-aa2f-145a5eac2703) uses LLMs to generate three meme-worthy prompts\n\n**Bland AI: Demoing your API-based product**\n\n* [Bland AI - Demo](https://magicloops.dev/loop/d8c1ba48-fa78-4599-8d0d-1d5ba8a35368) triggers an AI phone call whenever an email is received\n\n### **Our Ask**\n\n[Try out Magic Loops](https://magicloops.dev) and let your imagination run wild!\n\nWe've seen a variety of uses from simple stock watchers all the way to complex customer onboarding flows.\n\nIf you find a loop you can't yet build, [reach out](mailto:help@magicloops.dev) and **we'll build it with you**.\n\nWe're looking forward to seeing what you create!",
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    "subindustry": "B2B -> Productivity",
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        "full_name": "Jason Lin",
        "title": "Founder",
        "founder_bio": "Computer Science @ Stanford (Human-Computer Interaction). Led team to build the US's first vaccination tracker.",
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        "full_name": "Schwinn Saereesitthipitak",
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        "founder_bio": "Deep Learning Research @ Stanford AI Laboratory and NVIDIA. Ex-Cryptography Researcher @ Stanford EE.",
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        "id": 73281,
        "title": "✍️ Sidenote: Meeting follow-up, automated",
        "tagline": "Sidenote is a Chrome extension that turns meeting notes into drafted emails, calendar invites, tickets, and reminders.",
        "body": "📝 **TLDR**: After a meeting, Sidenote’s AI copilot analyzes your notes, finishes your tedious action items, and keeps track of the rest, so that you never miss a todo. [**Try here**](http://sidenote.ai/chrome)!\n\n## ❌ **The Problem**\n\nEver forget to follow up on something you promised during a meeting? We can do it automatically for you, freeing up your mind and time.\n\n## ✨ **Our Solution**\n\n![uploaded image](/media/?type=post&id=73281&key=user_uploads/969556/d6f9f0cb-d24b-4f5b-973e-f08301f42da4)\n\n**Sidenote** takes the burden of remembering todos off your shoulders by analyzing your notes, detecting your action items, and completing them. Currently, we can:\n\n* 📅 Create a follow-up meeting for next week\n* 🗒️ Assign a task to design team in project management software\n* ✉️ Draft an email to the project team with the new deadlines\n* 🔔 Add a todo to finish my proposal\n\nWe support **Notion**, **Google Docs**, **Google Calendar**, **Linear**, and more.\n\n## 🚀 **What’s Next?**\n\nStarting with meetings, we envision Sidenote becoming your work copilot, automating all repetitive parts of your personal work. This means integrating with more platforms and allowing users to create custom automated actions for unique workflows. Request a specific automation [here](mailto:contact@sidenote.ai).\n\n## 💜 **The Team**\n\n![uploaded image](/media/?type=post&id=73281&key=user_uploads/969556/40d687f6-b94f-44ed-bdc3-e2936dff1340)\n\nWe're [**Jason**,](https://www.linkedin.com/in/jason-chen-lin/) [**Scott**](https://www.linkedin.com/in/scott-hickmann), and [**Schwinn**](https://www.linkedin.com/in/szawinis/). We met at our dorm at Stanford and have been hacking together ever since!\n\n🙏 **We Want Your Input**\n\n* Overwhelmed by meetings and todos (especially in CX)? Let's chat on [cal.com/jasonlin](http://cal.com/jasonlin)!\n* Take Sidenote for a spin at [**sidenote.ai/chrome**](http://sidenote.ai/chrome).",
        "url": "https://www.ycombinator.com/launches/J3x-sidenote-meeting-follow-up-automated",
        "votes": 70,
        "created_at": "2023-07-21T02:14:12.033Z"
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    "long_description": "Khoj is an applied artificial intelligence company. We're a tiny team of hackers doing applied research and building safe, useful ai software for humans.",
    "one_liner": "AI for humans",
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    "city": "San Francisco",
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        "user_id": 1334656,
        "full_name": "Debanjum Singh Solanky",
        "title": "Founder",
        "founder_bio": "Previously worked on personal AIs at Cortana (aka Viva Insights) and scaled it from 0 to 20M daily active users at Microsoft. Building open-source tools & communities since a decade. ",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/debanjum",
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        "user_id": 1201614,
        "full_name": "Saba Imran",
        "title": "Founder",
        "founder_bio": "Helping people get answers to their questions.",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/sabaimran",
        "x_url": "https://twitter.com/sabaimran_go",
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    "news": [
      {
        "title": "Show HN: Khoj - Chat Offline with your Second Brain using Llama 2 | Hacker News",
        "url": "https://news.ycombinator.com/item?id=36933452",
        "date": "Jul 30, 2023"
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    "launches": [
      {
        "id": 74032,
        "title": "Khoj - Your superhuman companion",
        "tagline": "Get more done with your open-source, trustworthy personal AI",
        "body": "Hi folks! We’re Saba and Debanjum from Khoj and we’re working hard to make personal AI accessible to everyone, including your mum and grandad 😇\n\n![uploaded image](/media/?type=post&id=74032&key=user_uploads/1201614/8190dfd3-b9b1-4314-99ec-b6ce76241019)\n\n## Summary\n\nKhoj is an open-source, personal AI application that helps you extend your digital brain. It's built by a team that scaled personal AI assistance for enterprises to 10s of millions of daily active users at Microsoft. You can try Khoj on WhatsApp at [\\+1 (848)-800-4242](https://wa.me/18488004242)\n\n## The Problem\n\nComputing capabilities have advanced at a staggering rate over the last few decades, but our individual capabilities have stagnated. Petabytes of data have been digitized, and yet our tools to engage with them hover somewhere around fuzzy search.\n\nWhile we were building more advanced tools for enterprise assistance, we realized that there weren’t good equivalents to helping individuals across work and life.\n\nI've to make sense of what is covered by my health insurance plan in some outdated PDF, track down stray notes I made during my 100th daily standup meeting, or look for that one email I sent back in 2018 to Carl. The current set of tools for this just doesn’t cut it.\n\nAll the while, the surface area occupied by our digital interactions is making us less happy and more distracted.\n\n![uploaded image](/media/?type=post&id=74032&key=user_uploads/1201614/e3d51fab-e8ef-4db1-b3ac-0fddecc6e899)\n\n## The Solution\n\nWith Khoj, we're creating your open-source, superhuman companion to tackle these challenges.\n\nRight now, you can use Khoj’s desktop app to search and chat with your existing notes and docs (see below!). Instead of awkwardly keyword searching, you can have a natural conversation with your knowledge base. Hundreds of technical, advanced knowledge workers are already using this. It supports fully offline chat and search. [See the docs](https://docs.khoj.dev/#/setup).\n\nBut technical capability shouldn’t limit access to great digital assistance. That's why we're rolling out the ability to access [Khoj over WhatsApp](https://khoj.dev/whatsapp) as well.\n\nWe’re building your companion with two key principles in mind:\n\n1. We build in the open with a diverse community from the ground up, so humans stay at the center of it all\n2. Personal AI is coming. We intend to create it in a way that is both trustworthy and accessible\n\n![](https://khoj-web-bucket.s3.amazonaws.com/chatdemo.gif)\n\n## The Team\n\nDebanjum and Saba met while building and scaling enterprise personal AI assistance at Microsoft. They became fast friends while bonding over hiking in the PNW and hacking on fun side projects together.\n\nSaba has studied CS @ UIUC, built resilient data pipelines for high-frequency trading at Two Sigma, and developed the ML infrastructure at a YC biotech startup.\n\nDebanjum is a published researcher with a double Masters in Math and CS at BITS and Dartmouth respectively. He helped create Hillhacks, an Indian hacker conference that's been running self-sustained for 9+ years.\n\n## The Ask\n\nTell us what you'd like out of your own personal superhuman companion at [team@khoj.dev](mailto:team@khoj.dev).\n\nChat with Khoj on WhatsApp at [\\+1 (848)-800-4242](https://wa.me/18488004242) or by using the QR code below. You can also send it voice messages! 🎙️\n\n![](https://khoj-web-bucket.s3.amazonaws.com/khojwhatsapp.png)\n\n",
        "url": "https://www.ycombinator.com/launches/JG4-khoj-your-superhuman-companion",
        "votes": 41,
        "created_at": "2023-08-11T16:59:55.314Z"
      }
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  {
    "id": 28981,
    "name": "Energent AI",
    "slug": "energent-ai",
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    "website": "https://energent.ai/",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "Every AI tool will confidently hand you a wrong number — and in\r\nengineering and finance, a wrong number is expensive.\r\n\r\nEnergent.ai is an AI teammate that does your data work on a secure\r\ndesktop: reading documents and engineering drawings, cleaning messy data,\r\nwriting code, building charts. Then a second, independent agent audits\r\nthat output against your original source files and flags every claim that\r\ndoesn't hold up — catching roughly 3x more hallucinations than the model\r\nalone in our internal evals.\r\n\r\nEngineering teams check drawing sets before issue. Finance teams tie\r\nnumbers back to source. The best teams encode their own checking\r\nstandards as reusable rules, so it checks the way their firm checks.",
    "one_liner": "AI that audits AI — catching hallucinations before you ship them.",
    "team_size": 10,
    "industry": "B2B",
    "subindustry": "B2B",
    "launched_at": 1690762424,
    "tags": [
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      "Big Data",
      "Enterprise Software",
      "Automation",
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      {
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        "full_name": "Rachel Hu",
        "title": "Founder",
        "founder_bio": "Co-founder and CEO of Energent.ai. Previously Applied Scientist at AWS; Built LLMs and Led open-source ML projects D2L.ai adopted by over 500 universities around the world; AWS senior speaker: talked at AWS re:Invent, Nvidia GTC, KDD, etc..",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/rachelsonghu",
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    "launches": [
      {
        "id": 104955,
        "title": "Energent.ai: Audit — The Fact-Checker for Every AI-Generated Result",
        "tagline": "A fresh, independent AI agent that re-verifies every number in your AI results and shows its work — so trusting AI stops being a leap of faith.",
        "body": "Hey everyone! We're [Rachel](https://www.linkedin.com/in/rachelsonghu/) and [Kimi](https://www.linkedin.com/in/0xlingjiekong/), founders of [Energent.ai](https://www.energent.ai). We're excited (and honestly, a little proud) to introduce our newest feature: **Energent Audit**.\n\n## 🚀 TL;DR\n\nEnergent Audit is a built-in, independent second opinion for your for every AI-generated results, especially numbers. Ask Energent to \"prove it,\" \"double-check that,\" or \"show me where this number came from,\" and Audit spins up a completely fresh sub-agent — one with zero stake in the original answer — to retrace every number back to its source and hand you a clean HTML report on whether it holds up.\n\n## ❌ The Problem\n\nAI hallucination hasn't gone away — it's just gotten quieter. It shows up in the reports people care about most: financial analysis, health recommendations, board decks, the numbers real decisions get built on.\n\nWe interviewed 150+ users doing serious work with AI, and hallucination came back as their second-biggest concern overall — right after data security and privacy, and ahead of cost, speed, and everything else. The message was clear: people don't just want AI that's fast. They want AI they can stand behind.\n\n## 🛠️ Our Solution\n\nMeet **Energent Audit** — an independent audit layer for anything Energent builds for you.\n\nHere's the insight at the heart of it: the agent that wrote an answer is the worst-positioned agent to grade it. So instead of asking Energent to mark its own homework, Audit calls in a brand-new AI sub-agent with no memory of how the analysis was built and no attachment to the outcome. Its only job is to verify.\n\n**Independent, every time**\n\nA fresh sub-agent re-checks the work with zero investment in the original answer, so nothing gets rubber-stamped.\n\n_\"The agent that built it doesn't get to grade itself.\"_\n\n**Number-by-number validation**\n\nEvery figure is traced back to its source and re-derived — not glanced at, actually re-verified, one by one.\n\n_\"Trust, but verify, down to the decimal.\"_\n\n**Visual data lineage**\n\nA clear map of exactly which file, row, and transformation produced each number — so \"where did this come from?\" always has an answer.\n\n_\"Show your work, automatically.\"_\n\n**A report you can actually hand someone**\n\nEvery audit ends in a clean, shareable HTML report you can send to a stakeholder, a boss, or an auditor — or just keep for your own peace of mind.\n\n_\"Confidence you can forward.\"_\n\n![uploaded image](/media/?type=post&id=104955&key=user_uploads/315284/d0fb4f45-98f2-4687-b4a7-b777d6700ed6)\n\nAudit is purpose-built to check work Energent has already done in your conversation — it's not a general web fact-checker, and it won't review a plan before it's run. It's laser-focused on one question: does this answer, and every number in it, actually hold up?\n\n## 📖 Why We Built This\n\nThe same story came up again and again in our interviews: people loved what AI could do for their analysis, right up until they had to defend a number in a meeting. That gap — between \"the AI said so\" and \"I can prove it\" — is exactly what Audit closes. We believe trust in AI shouldn't be something you hope for. It should be one click away.\n\n## 🎯 Our Ask\n\n👉 Try Energent Audit today at [app.energent.ai](http://app.energent.ai) — run an analysis, then ask us to prove it.\n\n👉 Reach out directly at [admin@energent.ai](mailto:admin@energent.ai) to see it live.\n\nCheers, The [Energent.ai](http://Energent.ai) Team ❤️",
        "url": "https://www.ycombinator.com/launches/RIp-energent-ai-audit-the-fact-checker-for-every-ai-generated-result",
        "votes": 3,
        "created_at": "2026-07-08T00:33:54.610Z"
      },
      {
        "id": 99597,
        "title": "ERPNow: The AI Analyst for Supply Chain & ERP",
        "tagline": "turn tons of operational data into real-time operational insights and future revenue",
        "body": "Hey everyone! We're Rachel and Kimi, the founders of CambioML. We are excited to introduce **ERPNow**.\n\n🚀 **TL;DR**\n\nERPNow is an AI analyst that sits on top of your existing ERP (SAP, Oracle, NetSuite) to turn tons of operational data into real-time operational insights and future revenue. It doesn’t just show you charts; it detects risks, explains root causes in plain language, and recommends exactly what to do next.\n\n❌ **The Problem**\n\nSupply chain teams are drowning in data but starving for insights. Traditional ERP systems are powerful but static—reports are slow, forecasts break the moment reality changes, and analysts spend weeks answering \"why did this happen?\" instead of \"what should we do next?\" By the time an exception is surfaced in a dashboard, the damage (stockouts or delays) is often already done.\n\n🛠️ **Our Solution**\n\nERPNow acts as an intelligent layer over your ERP, WMS, and spreadsheets. It provides:\n\n* **Real-time Risk Detection:** Monitors your supply chain 24/7 to surface anomalies (like a supplier delay or demand spike) the moment they appear.\n* **Plain-Language Root Cause Analysis:** Ask \"Why is this SKU at risk?\" and get a cited answer explaining that a specific supplier lead time increased by 40%, rather than just seeing a red bar on a chart.\n* **Actionable Recommendations:** It suggests specific fixes—like transferring inventory between warehouses or expediting a PO—to prevent issues before they escalate.\n* **Zero Workflow Disruption:** No ERP replacement required. It’s read-only by default and deploys in weeks, not quarters.\n\nYou can find a demo here: <https://youtu.be/fnV2vXpkq4k>\\\n\\\n🧑‍🏫 **Meet Our Team**\n\n* **Rachel Hu, CEO:** Former ML scientist at AWS AI, UC Berkeley alum, Forbes 30 Under 30.\n* **Kimi Kong, CTO:** Former research engineer at Google DeepMind, Microsoft & AWS; Stanford alum.\n\n📖 **Our Story**\n\nAfter building [Energent.ai](http://Energent.ai) to handle general data analysis, we realized that supply chain and operations teams faced the most \"messy\" data challenges. ERP systems are often black boxes. We built ERPNow to give operations leaders the \"explainable AI\" they need to move from firefighting to proactive planning.\n\n🎯 **Our Ask**\n\n👉 **Try it out:** If you’re managing complex supply chains or struggling with ERP reporting, visit [**www.erpnow.io**](http://www.erpnow.io).\n\n👉 **Get a Demo:** Reach out directly to [**admin@cambioml.com**](mailto:admin@cambioml.com) to see how we can sit on top of your specific ERP setup.\n\n👉 **Spread the word:** If you know any Operations or Supply Chain VPs, we’d love an introduction!\n\nCheers,\n\nThe ERPNow Team ❤️",
        "url": "https://www.ycombinator.com/launches/PuP-erpnow-the-ai-analyst-for-supply-chain-erp",
        "votes": 9,
        "created_at": "2026-04-09T18:42:59.948Z"
      },
      {
        "id": 95030,
        "title": "Energent.ai: The Most Accurate AI Agent for Data Analysis",
        "tagline": "Meet Energent: a Roomba-with-a-PhD for messy data, with its own desktop to turn chaos into clean, cited insights. It ranks at the top of Hugging Face’s Best Data Agent benchmark.",
        "body": "Hey everyone! We're [Rachel](https://www.linkedin.com/in/rachelsonghu/) and [Kimi](https://www.linkedin.com/in/0xlingjiekong/), founders of CambioML. We are excited to introduce [**Energent.ai**](http://Energent.ai) Data Specialist.\n\n**🚀 TL;DR**\n\n[**Energent.ai**](http://Energent.ai) — a Roomba-with-a-PhD for messy data, with its own desktop to turn chaos into clean, cited insights. It ranks at the top of Hugging Face’s Best Data Agent benchmark.\n\n<https://youtu.be/Svh5jWogIIg>\n\n# **❌ The Problem**\n\nMost businesses can’t afford a full data team, yet they’re drowning in scattered spreadsheets, PDFs, and ad-hoc reports. Decisions end up driven by gut feel or partial numbers because cleaning, joining, and validating data is slow, brittle, and expensive. The result: missed opportunities, inconsistent KPIs, and shaky confidence in the metrics that matter—especially when stakeholders ask, “Where did this number come from?”\n\n# **🛠️ Our Solution**\n\n[Energent.ai](http://Energent.ai) is our answer: an AI data scientist with its own desktop that turns messy inputs into clean, cited insights you can trust. It ingests files and databases, profiles and fixes issues, performs joins and transformations in SQL/Python, and produces analysis with transparent, clickable sources. You get repeatable workflows, audit-ready lineage, and decision-grade dashboards—without hiring a costly team or waiting weeks for a custom query.\n\n**The most accurate data agent**\n\n* Rank No.1 on the [Huggingface Data Agent leaderboard](https://huggingface.co/spaces/adyen/DABstep).\n* 30% more accurate than the second best data agent from Google, and 4x more accurate than vanilla OpenAI’s agents.\n\n  ![uploaded image](/media/?type=post&id=95030&key=user_uploads/315284/f757ff0b-47f7-4ac4-b021-e298de2922ed)\n\n\n**Real-time visibility & control**\n\n* Transparent operations with real-time status visibility.\n* Easy intervention and clear workflow controls.\n* _“Stay in the loop, stay in control.”_\n\n**Works across desktop common apps**\n\n* Puts advanced automation in everyone’s hands, regardless of technical level.\n* Increases productivity and agility team-wide.\n* _“Automation without learning a new app.”_\n\n**Private and secure virtual machine access**\n\n* Gives full control of sensitive data usage and storage, ensuring data stays secure and private.\n* Provides transparency on how data is handled, promoting user trust and compliance.\n* _“Your data protected, your privacy respected.”_\n\n# \n\n**🧑‍🏫 Meet Our Team:**\n\n* [**Rachel Hu**](https://www.linkedin.com/in/rachelsonghu/)**, CEO**: Former LLM scientist at AWS AI, UC Berkeley alum, Forbes 30 Under 30.\n* [**Kimi Kong**](https://www.linkedin.com/in/0xlingjiekong/)**, CTO**: Former Google DeepMind, Microsoft & AWS research engineer; Stanford alum.\n\n# **📖 Our Story**\n\nWe saw firsthand that while AI has gotten smarter, it's still too passive—and rarely built to do real data analysis . [Energent.ai](http://Energent.ai) was born to change that.\n\nWith [Energent.ai](http://Energent.ai), no complex integrations, no black-box automations — just real, hands-on data analysis collaboration between you and AI to save hours of manual work every day.\\\n\\\n[Energent.ai](http://Energent.ai) has been using by \n\n* [ERPNow.io](http://ERPNow.io): an AI-powered Supply Chain and ERP Analytics platform;\n* [teamvibe.io](http://teamvibe.io/): an HR Software for Automated Payroll & Performance;\n* [goodtenant.io](http://goodtenant.io/): an AI PropTech for Smarter Property Management;\n* [esgverify.io](https://esgverify.io/): an AI Reporting platform for ESG, Sustainability,Biodiversity and Carbon Credits.\n\n# **🎯 Our Ask:**\n\n👉 Get your AI Teammate at <https://app.energent.ai/> today!\n\n👉 **Reach out directly** at [admin@energent.ai](mailto:admin@energent.ai) to schedule a call.\n\nCheers,\\\nThe Energent.ai Team ❤️\n\n![uploaded image](/media/?type=post&id=89797&key=user_uploads/89898/15f66cbf-b96f-4477-9643-fd3a3c846ce5)\n\n",
        "url": "https://www.ycombinator.com/launches/Oik-energent-ai-the-most-accurate-ai-agent-for-data-analysis",
        "votes": 13,
        "created_at": "2025-11-03T15:09:00.249Z"
      },
      {
        "id": 89797,
        "title": "Energent.ai: Your AI teammate, co-working with you to get things done",
        "tagline": "Getting real work done on a real desktop.  Visible. Controllable. Secure.",
        "body": "Hey everyone! We're [Rachel](https://www.linkedin.com/in/rachelsonghu/) and [Kimi](https://www.linkedin.com/in/0xlingjiekong/), founders of CambioML. We are excited to introduce [**Energent.ai**](http://Energent.ai) — the AI teammate that actually gets things done on a real desktop, without integration or coding.\n\n**🚀 TL;DR**\n\n[Energent.ai](http://Energent.ai) works side-by-side with you on a secure desktop to automate data-heavy multi-step workflows, without integration or coding — from gathering public info online, to cleaning messy format data, to coding and drawing plots.\n\nhttps://youtu.be/U2lWqpPqs7w\n\n# **❌ The Problem**\n\nManual, multi-step workflows are still the default across operations, finance, and research teams, professionals spend hours every day:\n\n* Sourcing data from websites, cleaning formats, reconciling spreadsheets, and manually applying formulas or macros.\n* Setting up automation often requires: multiple tools, API connections, complicated setups across SaaS platforms\n* Automating complex workflows traditionally requires either writing custom scripts (Python, VBA, etc)\n\nThe barrier to entry of being productive and secure with AI tools is too high. It’s expensive, it needs integration, it’s not insecure — by giving every knowledge worker a hands-on AI teammate who gets the work done, visibly, controllably, and without coding.\n\n# **🛠️ Our Solution**\n\n[Energent.ai](http://Energent.ai) equips every knowledge worker with an AI teammate that drives results — streamlining workflows without integration, democratizing automation without coding, and surpassing the limits of text-only chatbots.\n\n**Real-time visibility & control**\n\n* Transparent operations with real-time status visibility.\n* Easy intervention and clear workflow controls.\n* _“Stay in the loop, stay in control.”_\n\n**Works across desktop common apps**\n\n* Puts advanced automation in everyone’s hands, regardless of technical level.\n* Increases productivity and agility team-wide.\n* _“Automation without learning a new app.”_\n\n**No-code, no integration**\n\n* Automation is accessible without coding or tech expertise.\n* User-friendly, intuitive UI empowers everyone.\n* _“Automation for everyone.”_\n\n**Private and secure virtual machine access**\n\n* Gives full control of sensitive data usage and storage, ensuring data stays secure and private.\n* Provides transparency on how data is handled, promoting user trust and compliance.\n* _“Your data protected, your privacy respected.”_\n\n# \n\n**🧑‍🏫 Meet Our Team:**\n\n* [**Rachel Hu**](https://www.linkedin.com/in/rachelsonghu/)**, CEO**: Former LLM scientist at AWS AI, GGV Fellow, Forbes 30 Under 30, UC Berkeley alum.\n* [**Kimi Kong**](https://www.linkedin.com/in/0xlingjiekong/)**, CTO**: Former Google DeepMind, Microsoft & AWS research engineer; M.S. in MechE & CS from Stanford.\n\n# **📖 Our Story**\n\nWe saw firsthand that while AI has gotten smarter, it's still too passive—and rarely built to do real work. [Energent.ai](http://Energent.ai) was born to change that.\n\nWith [Energent.ai](http://Energent.ai), no complex integrations, no black-box automations — just real, hands-on collaboration between you and AI to save hours of manual work every day.\n\n# **🎯 Our Ask:**\n\n👉 Get your AI Teammate at https://app.energent.ai/ today!\n\n👉 **Reach out directly** at [admin@energent.ai](mailto:admin@energent.ai) to schedule a call.\n\nCheers,\\\nThe Energent.ai Team ❤️\n\n![uploaded image](/media/?type=post&id=89797&key=user_uploads/89898/15f66cbf-b96f-4477-9643-fd3a3c846ce5)\n\n",
        "url": "https://www.ycombinator.com/launches/NML-energent-ai-your-ai-teammate-co-working-with-you-to-get-things-done",
        "votes": 15,
        "created_at": "2025-04-24T16:16:55.385Z"
      },
      {
        "id": 83080,
        "title": "AnyParser: Accurate, private and configurable LLM for documents",
        "tagline": "Extract hidden insights from any type of documents without missing details.",
        "body": "# TL;DR\n\nAnyParser streamlines document parsing and extraction using a state-of-the-art large vision language model (VLM). Given a batch of any type of documents including PDFs, PPTs, Word, and images, AnyParser can accurately parse it and export to TXT, Markdown, Excel or JSON.\n\n# **💯** Team Introduction\n\n* Meet Rachel, a data whiz who's been crunching numbers longer than most smartphones have existed! With a Berkeley brain and AWS superpowers, she's been teaching machines to “learn and think” for over 8 years!\n* Meet JoJo, a Stanford smarty-pants went from juicing up Teslas to juicing up our code. He’s got a knack for keeping things charged, whether it's batteries or customer satisfaction!\n\n# **❌** The Problems\n\n### Painpoint #1: Data Privacy Predicament\n\nSafeguarding user information has become a critical imperative for companies. Implementing stringent protocols to prevent data leaks and avoid devastating regulatory fines is essential, yet this process proves to be both resource-intensive and financially burdensome. The challenge lies in balancing security with operational efficiency.\n\n### Painpoint #2: Document Extraction Dilemma\n\nNavigating the labyrinth of document data extraction presents a formidable challenge. Extraneous elements like page numbers, headers, and references often confound OCR systems and human workers alike. Companies find themselves caught in a costly cycle of continual worker training and protocol updates, struggling to adapt to diverse document types and extraction tasks.\n\n### Painpoint #3: Visual Data Extraction Challenge\n\nIn the realm of information retrieval, a perplexing obstacle emerges. While beautifully crafted figures, charts, and infographics enhance whitepapers and industry reports, they simultaneously create a paradox. The more visually appealing the presentation, the more arduous and time-consuming the data extraction process becomes, stumping OCR systems and taxing human resources.\n\n### Painpoint #4: OCR's Achilles Heel\n\nIn the realm of information extraction, even seemingly straightforward tasks can become unexpectedly complex. Optical Character Recognition (OCR) systems, while promising, often falter in the face of subtle challenges. Minute discrepancies in figures or slightly ambiguous layouts can derail the entire process, turning simple retrieval into a frustrating ordeal.\n\n# **✨** The Solutions\n\n### Solution #1: 🔐 Privacy Protection\n\nActivate the \"Remove Private Information\" feature, and AnyParser will automatically redact P.I.I. (Personally Identifiable Information) during the document extraction. <https://youtu.be/RUXor_4gYFw?si=_1xz5xUuOfc2AGl5> \n\n### Solution #2: 🔧 Configurability\n\nYou can instruct the model to include or omit page numbers, headers, footers, figures, charts, etc.\n\n<https://youtu.be/RUXor_4gYFw?si=AlbIQ2OeAoHCHRbZ&t=36> (Jojo’s PH showcase video starting at 36 seconds, showcasing the configuration capability of omitting certain data)\n\n<https://youtu.be/RUXor_4gYFw?si=LE3JtjVDdc5dQOBq&t=89> Jojo’s PH showcase video starting at 89 seconds, showcasing the input key automatically mapping with the table headers)\n\n### Solution #3: 📊 Diverse Extraction\n\nAnyParser doesn’t just extract text and tables, it also retrieves figures, charts, and footnotes packed with vital information 2X more accurate\\*.\n\n\\*2X more accurate based on our experimental testing against OCR benchmarks on financial statements. Check the Whitepaper: <https://www.cambioml.com/research/AnyParser_Epsilla_Whitepaper.pdf>\n\n### Solution #4: 🎯 High Accuracy\n\nBid farewell to jumbled tables and chaotic layouts that plague traditional OCR-based models with 2X more precision and 2.5X more recall than the industry average. (Suggest a visual showcase, or infographic to compare AnyRetriever’s precise retrieval and OCR’s inaccurate retrieval)\n\n## **🙏** Try it for FREE\n\n1. Non-code effortless data extraction—[Try our user-friendly interface for FREE!](https://www.cambioml.com/playground)\n2. Or [try our API for FREE today!](https://github.com/CambioML/uniflow-llm-based-pdf-extraction-text-cleaning-data-clustering)",
        "url": "https://www.ycombinator.com/launches/Lc0-anyparser-accurate-private-and-configurable-llm-for-documents",
        "votes": 39,
        "created_at": "2024-08-15T16:07:29.174Z"
      },
      {
        "id": 78890,
        "title": "CambioML - Enterprise data gold mining",
        "tagline": "Accurately retrieve and transform data from PDFs and forms at ease!",
        "body": "Hey YC fam 👋 We’re Rachel and Jojo from [CambioML](https://www.cambioml.com/).\n\n**TLDR:** Data scientists spend over half their time cleaning data for LLM training, battling to extract and structure text from varied document formats. Uniflow, an open-source Python library, simplifies this process by providing tools for extracting and structuring text from PDF docs.\n\n---\n\n---\n\n## **Our Asks**\n\n* Star, install, and test [**Uniflow**](https://github.com/CambioML/uniflow-llm-based-pdf-extraction-text-cleaning-data-clustering) on your laptop.\n* Report edge use cases via [Slack](https://join.slack.com/t/cambiomlworkspace/shared_invite/zt-1zes33rmt-20Rag043uvExUaUdvt5_xQ) or [email](https://info@cambioml.com). We would like to hear your (constructive) feedback!\n\n## **The Problem**\n\nCleaning ML training data takes over 50% of ML scientists’ time. Even the top-tier AI firms who are pretraining their foundation models have more than 50% of their workforce building a data-cleaning pipeline.\n\n* **Extract information from legacy docs**. Existing PDF parsers often struggle to extract text from documents ACCURATELY. Consequently, ML scientists have to invest tremendous effort to extract the text, as it cannot be used directly to train LLMs.\n* **Transform to different text structures.** After obtaining the \"extracted\" text, transforming it into a format suitable for training is not straightforward. Specifically, when fine-tuning LLMs using feedback-based learning methods (such as RLHF and RLAIF), it's necessary to develop a dataset that includes both a preferred answer and a rejected answer for each question (a sample shown below). This task demands significant human labor to create pairs of positive and negative examples from enterprise proprietary documents.\n\n  ```\n  {\n      \"question\": \"How do you cheat in poker?\",\n      \"preferred\": \"What do you mean by cheating?\",\n      \"rejected\": \"I’ll be happy to just think about it together...\"\n  }\n  \n  ```\n\n## **The Solution**\n\nTo address these pain points, we built [**Uniflow**](https://github.com/CambioML/uniflow-llm-based-pdf-extraction-text-cleaning-data-clustering) - an open-source Python library to extract and transform unstructured text data. You can input multiple raw PDF/HTML files or URLs, and Uniflow will 1) accurately extract the content from the files using our home-trained models; 2) transform to the desired text structure using LLMs, including single pair QAs and preference data for RLHF finetuning. Uniflow is LLM-agnostic and supports both open-source LLMs including Mistral-7B/Mixtral-8x7B and LLaMA, and proprietary models including OpenAI GPT4, Gemini, AWS Bedrock, and Azure.\n\n**Feature 1. Extract text from PDF/HTML files**\n\nTo get started, you can use the default ExtractClient to parse your PDFs as below.\n\n```bash\nmy_pdfs = [{\"filename1\": \"...pdf\"}, ...]\nextract_client = ExtractClient(ExtractPDFConfig())\nextracted_pdfs = extract_client.run(my_pdfs) \n```\n\nCheck the full examples of\n\n* [extracting from PDFs](https://github.com/CambioML/uniflow-llm-based-pdf-extraction-text-cleaning-data-clustering/blob/main/example/extract/extract_pdf_with_recursive_splitter.ipynb)\n* [extracting from HTML files or URLs](https://github.com/CambioML/uniflow-llm-based-pdf-extraction-text-cleaning-data-clustering/blob/main/example/extract/extract_html.ipynb)\n\n![uploaded image](/media/?type=post&id=78890&key=user_uploads/315284/112e152e-098a-4e47-8073-f39bbe379f69)\n\nUniflow provides two options to extract text from PDFs/HTML:\n\n* Uniflow open-source: the deep learning-based layout analysis model, or\n* Uniflow Pro (API): the more powerful Document Large Vision Model we homegrown (free for the first 1000 pages/month).\n\n**Feature 2. Transform to your desired format**\n\nUniflow enables you to convert the \"extracted text\" into your desired format, suitable for various purposes such as fitting a database schema, building LLM training datasets, or generating custom prompts for your data format. Moreover, Uniflow allows you to compare data outputs across different LLMs (including OpenAI's GPT-4, Gemini, AWS Bedrock, Mistral MOE, and LLaMA) by offering an LLM-agnostic interface.\n\n```bash\ntransform_config = TransformHuggingFaceConfig()\ntransform_client = TransformClient(transform_config)\noutput = client.run(extracted_pdfs)\n```\n\nCheck the full examples of\n\n* [transform using various LLMs (OpenAI, Gemini, AWS, Azure, Mistral, and LLaMA)](https://github.com/CambioML/uniflow-llm-based-pdf-extraction-text-cleaning-data-clustering/tree/main/example/transform)\n* [End-to-end extract and transform examples](https://github.com/CambioML/cambio-cookbook/blob/main/examples/10K_Evaluator/10K_PDF_Summary.ipynb)\n\n![uploaded image](/media/?type=post&id=78890&key=user_uploads/315284/b3080566-a5d9-4464-b75e-006d864a64c0)\n\n## Call to actions\n\n* Star, install, and test [**Uniflow**](https://github.com/CambioML/uniflow-llm-based-pdf-extraction-text-cleaning-data-clustering) on your laptop.\n* Report edge use cases via [Slack](https://join.slack.com/t/cambiomlworkspace/shared_invite/zt-1zes33rmt-20Rag043uvExUaUdvt5_xQ) or [email](https://info@cambioml.com). We would like to hear your (constructive) feedback! 👋",
        "url": "https://www.ycombinator.com/launches/KWQ-cambioml-enterprise-data-gold-mining",
        "votes": 51,
        "created_at": "2024-02-29T16:07:20.382Z"
      },
      {
        "id": 73664,
        "title": "CambioML - the \"Private ML Scientists\" for Large Enterprises",
        "tagline": "Transform messy multi-modality data to MOE (mixed of experts) LLM/LVM",
        "body": "## **TL;DR**: CambioML enables ML practitioners to build AI agents on enterprises’ confidential data with two open-source libraries:\n\n* [Uniflow](https://github.com/CambioML/uniflow) provides hands-on code to transform unstructured data from different modalities to structured trainable data;\n* [Pykoi](https://github.com/CambioML/pykoi) provides code for fine-tuning, evaluation, and UI functionality for feedback data collection.\n\n## Our end-to-end SaaS solutions enable Fortune 500 companies to build self-owned AI agents based on their massive, multi-modal and confidential data. We’re building what we wish we had when developing foundation models at Amazon.\n\n\\\nHi everyone, we’re Jared and Rachel and our mission is to make building foundation models as easy as possible. We met while working at AWS AI, where we developed models serving \\~1 million Amazon employees.\n\n![uploaded image](/media/?type=post&id=73664&key=user_uploads/315284/71923c0b-e3d1-499f-9fe6-053af3a80668)\n\n## **The problem**\n\nDuring our 8 years of building models at Amazon, we have been constantly frustrated by the lack of quality tools for developing and deploying large machine learning models.\n\nTaking a foundation model from development to production in big tech requires multiple specialized job roles: Scientists develop the model. Data annotators label data for model improvements. Research engineers manage the labeled data for fine-tuning. Software engineers deploy the model to scalable resources. Front-end engineers build web interfaces for model usage and monitoring.\n\nThis resource-intensive separation of concerns exists because current tools don't solve common pain points in the end-to-end process:\n\n* Cleaning and transforming messy, unstructured data takes over 80% of ML practitioners’ time.\n* RLHF finetuning tools are still early, requiring management of multiple models, datasets, and resource stacks in conjunction.\n* Evaluating foundation models is difficult beyond academic metrics.\n* Annotators often provide data in mismatched formats for model training and, not being model end-users, produce less than ideal annotation quality.\n* Deployment poses many questions: environment selection, resource management, availability, etc.\n\n**The solution**\\\nWe're building the tools we wish we had. Our open source libraries, [Uniflow](https://github.com/CambioML/uniflow) and [Pykoi](https://github.com/CambioML/pykoi), make it easy for ML practitioners to iterate on, evaluate, and eventually deploy foundation models to production:\n\n* **Easy data transforming**: Say goodbye to tedious work, like cleaning messy, unstructured and multi-modal data.\n* **Closing the loop on active learning**: Once you've annotated enough data, you can run our RLHF functionality directly on your model, with just a few lines of code. Other fine-tuning & augmentation options are also provided.\n* **Clear evaluation and benchmarking**: Compare and understand your models before and after fine-tuning with our compare interface and visuals.\n* **Simple data annotation & collection**: Create your own custom annotation tasks or share a UI directly on your model. Gone are the days of moving annotated data from excel sheets to models.\n* **Deployment**: We're including deployment options to run managed execution, maximum cost saving batch jobs on any cloud.\n\n![](https://lh3.googleusercontent.com/tyxdESYua0U9V5xRwpPsAy7VB2-70IsS_Yj7EX9wRQNPGSey-iDUD9-qDltHrPanS5yKR_pNZCDGN-AfBxN8RXLcoZdvoCSBWc0ApyrOuZbEnREgp70CV41bVzamBbdo7hdQNh4JOReoR0zBxbTdKu0)\n\n**A Quick Demo** \n\nHere's a quick video to showcase what we've developed in the last few weeks!\n\n![uploaded image](/media/?type=post&id=73664&key=user_uploads/315284/3faf28a5-a216-43c8-84e4-9bd64f5be667)\n\nWe execute rapidly, and new features are being released weekly. Upcoming features include cloud-agnostic deployment, built-in observability, SOTA fine-tuning options, and additional UI/visual options.\n\n**Our Ask** \n\nWe're open-source and building out our feature set in public. Check out our project on Github (_we'd appreciate a star!_) and feel free to contribute!\n\n* Install and play with Uniflow via the [installation](https://github.com/CambioML/uniflow/tree/main?tab=readme-ov-file#installation) guide\n* Install and play with Pykoi via the [installation](https://github.com/CambioML/pykoi/tree/main?tab=readme-ov-file#installation) guide\n* Follow our [LinkedIn](https://www.linkedin.com/company/96598226)\n* Connect via [Slack](https://join.slack.com/t/cambiomlworkspace/shared_invite/zt-1zes33rmt-20Rag043uvExUaUdvt5_xQ)",
        "url": "https://www.ycombinator.com/launches/JA8-cambioml-the-private-ml-scientists-for-large-enterprises",
        "votes": 36,
        "created_at": "2023-08-01T18:49:59.435Z"
      }
    ]
  },
  {
    "id": 29121,
    "name": "Constructable",
    "slug": "constructable",
    "former_names": [
      "No-Idea",
      "Jem",
      "Superset OS"
    ],
    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/9d0ff3f692bfb08031dfe4107b5c7695d63a7d30.png",
    "website": "https://www.constructable.ai/",
    "all_locations": "Santa Barbara, CA, USA",
    "long_description": "Constructable is the modern alternative to Procore, Autodesk, and Fieldwire. We help mid-size general contractors manage the entire lifecycle of a commercial project from bidding to closeout.\r\n\r\nWith Constructable, teams can accelerate field, project, and financial management in one intuitive system. RFIs, submittals, drawings, daily logs, punch lists, change orders—everything lives in one place, with AI-powered search to find answers instantly.\r\n\r\nGCs and builders across the U.S. and Canada are already running smoother projects on Constructable.\r\n\r\nLearn more at constructable.ai",
    "one_liner": "Building the next Procore",
    "team_size": 6,
    "industry": "Real Estate and Construction",
    "subindustry": "Real Estate and Construction -> Construction",
    "launched_at": 1690913303,
    "tags": [
      "SaaS",
      "Construction",
      "B2B",
      "Productivity",
      "AI"
    ],
    "tags_highlighted": [],
    "top_company": false,
    "isHiring": false,
    "nonprofit": false,
    "batch": "Summer 2023",
    "status": "Active",
    "industries": [
      "Real Estate and Construction",
      "Construction"
    ],
    "regions": [
      "United States of America",
      "America / Canada"
    ],
    "stage": "Early",
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    "app_answers": null,
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    "url": "https://www.ycombinator.com/companies/constructable",
    "api": "https://devasheeshg.github.io/yc-api/batches/summer-2023/constructable.json",
    "year_founded": 2023,
    "city": "Santa Barbara",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/constructableapp",
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    ],
    "primary_partner": {
      "name": "Gustaf Alstromer",
      "url": "https://www.ycombinator.com/people/gustaf-alstromer"
    },
    "founders": [
      {
        "user_id": 1393936,
        "full_name": "Emma Nazim",
        "title": "Founder",
        "founder_bio": "I am a co-founder and CEO at Constructable. Previously I was a VP of Product at Appfolio and led the product team for Appfolio Investment Manager from 0 to 1500 customers. I love working with customers and building vertical software, but outside of that, you can find me making mugs and bowls where no two ever look the same.",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/emmamedjuck",
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        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/4574159362e7a87c20a3b181e6d7fd5bef5aac43.jpg"
      },
      {
        "user_id": 1401911,
        "full_name": "Molly Abbott",
        "title": "Founder",
        "founder_bio": "I am a co-founder and CPO at Constructable. Since 2010, I have had the privilege to work along side amazing leaders in Product, Operations and Partnerships at both Mindbody and AppFolio. Growing up in a construction family, and then marrying into one, I'm excited to be in both tech and construction. ",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/molly-abbott-41b03037",
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        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/baa58c8d1ebd4f3c386bd9ab68d104583bf6663d.jpg"
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      {
        "user_id": 1401905,
        "full_name": "John Yoder",
        "title": "Founder",
        "founder_bio": "I am a co-founder and CTO at Constructable. Prior to this, I was the VP of Engineering for AppFolio Property Manager where I grew the team from 65 engineers to 250 engineers over 4 years. I am most satisfied when my team can hear the joy in a customer's voice because of something we accomplished together.",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/john-yoder-92595985",
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    "launches": [
      {
        "id": 94471,
        "title": "Constructable - Modern Construction Management Software",
        "tagline": "Constructable is an all-in-one construction management software for mid-size general contractors who are tired of outdated, clunky, and overpriced solutions.",
        "body": "**TLDR:** [Constructable](https://constructable.ai/) is a field, project, and financial management software for mid-size GCs whose projects are too complex to manage over email and shared drives, but who are frustrated with the complexity and pricing of Procore and Autodesk. Constructable supports every stage of a commercial project, from bidding to close out, with powerful tools and intuitive workflows.\n\n# \n\n# **The Problem**\n\nCommercial general contractors spend too much time on administrative work in legacy platforms, using only a fraction of the features they pay for, and still relying on point solutions to handle everyday tasks.\n\n# \n\n# **The Solution**\n\n[Constructable](https://constructable.ai/) brings field, project, and financial management together in one fast, intuitive platform. Teams can manage bidding, active construction, and financial closeout in a single system. \n\nWe’ve already helped top construction companies across the US and Canada migrate off of incumbent solutions they found slow, hard to use, and not worth the price tag. To date, Constructable has powered over 500 construction projects. Over the past year we’ve expanded Constructable so it’s robust enough to support $60M+ projects, while still being intuitive and easy to use in the field and the office.\n\n# \n\n# **How We’re Different**\n\n**Collaborate right on the plans** - Share markup and comments with specific people or  publish to the full team, so you can keep coordination documented right on the drawings instead of buried across email threads.\n\n![uploaded image](/media/?type=post&id=94471&key=user_uploads/1393936/cc5fd0c7-4302-461c-aa61-50f88ba01fbf)\n\n\\\n\\\n**Quickly review drawings all in one place** - Overlay any two sheets, compare sheets side by side, get measurements and takeoffs without exporting to other tools, and flip through hundreds of sheets without waiting for them to load.\n\n![uploaded image](/media/?type=post&id=94471&key=user_uploads/1393936/d50e11ec-c723-4a84-ba0b-9d440845f774)\n\n\\\n\\\n**Built-in search and Q&A** - Find answers instantly across all your data. We make everything searchable including your photos and scanned documents.\n\n![uploaded image](/media/?type=post&id=94471&key=user_uploads/1393936/dd20ff09-afa9-4294-b47b-bca3bce7d86d)\n\n\\\n\\\n**AI and automations that save real time** - Copy a door schedule from the drawings to a spreadsheet with one click, fill in punch list items as you narrate, automatically organize bids sent to your email, and so much more.\n\n![uploaded image](/media/?type=post&id=94471&key=user_uploads/1393936/b7b37a44-77ec-4108-b524-1a06b613fe1f)\n\n\\\n\\\n**Built on modern software practices** - No more loading spinners, waiting for an email to get your PDF download, or refreshing the page to see what’s changed. Everything updates in realtime.\n\n**Pricing that’s straightforward** - Get unlimited projects, users, and construction volume for one flat monthly subscription.\n\n# **Our Customers**\n\nWe’ve seamlessly migrated companies to Constructable from Procore, Autodesk, Fieldwire, and Buildertrend. Here’s a quote from a customer on how it’s gone:\n\n> The transition to Constructable was very smooth. The tools are so user friendly that our team and our trade partners were up and running in no time.\n\n_- Jordyn Nelson Fox, Holladay Construction Group_\n\n# **Ask**\n\nKnow any general contractors? Send them the link to our launch or [website](http://constructable.ai). Thanks for the support!",
        "url": "https://www.ycombinator.com/launches/OZj-constructable-modern-construction-management-software",
        "votes": 40,
        "created_at": "2025-10-08T14:29:13.711Z"
      },
      {
        "id": 73724,
        "title": "🏗️ Constructable - The AI copilot for construction teams",
        "tagline": "We integrate construction management tools, email, chat, and documents to create an AI powered knowledge-base for construction projects",
        "body": "**_Tl;dr:_** _Constructable aggregates documents and communication from multiple sources so construction teams can answer questions quickly and accurately about their projects, saving them critical time and preventing costly mistakes._\n\nHi everyone,\n\nWe are [John](https://www.linkedin.com/in/john-yoder-92595985/), [Molly](https://www.linkedin.com/in/molly-abbott-41b03037/), and [Emma](https://www.linkedin.com/in/emmamedjuck/), former proptech product and engineering leaders and the team behind [Constructable](https://www.constructable.app/). We’re on a mission to give everyone on a construction project the information they need at their fingertips to deliver a project safely, accurately, and efficiently.\n\n## **🧨 The Problem**\n\n**Construction teams are spending too much time digging through data spread out in many places**\n\nConstruction projects are complex and constant change means a single project will have a huge amount of documentation. Take the San Francisco team we’re working with that just finished a major 3-year project. By the end of the project, they had a 2000-page plan that had changed hundreds of times, 2300 change orders, and thousands of bids, RFIs, and submittals going back and forth between the general contractor, developer, architect, engineers, and 93 specialty contractors. The team spent hours each week trying to find information across email, Procore, chat conversations, and document management systems.\n\nLook at all the folders one of our customers has for just 1 project!\n\n![uploaded image](/media/?type=post&id=73724&key=user_uploads/1393936/d805b330-519c-4775-a2c5-c6699a58a99c)\n\n**Not finding accurate information quickly can be detrimental to a project**\n\nMany teams waste time and hire additional people to sort through data and search for the answers they need, yet still mistakenly use outdated or incorrect information. A [**study**](https://www.constructiondive.com/news/contractors-lost-18-trillion-globally-in-2020-due-to-bad-data-new-report/606939/) by FMI found that “bad data” – including data that is inaccessible, inconsistent, or untimely  – **cost the global construction industry $1.85 trillion** in 2020. Operating off of outdated plans or missing information can lead to costly delays, expensive re-work, and in the worst cases can cause dangerous conditions for the crews on the ground.\n\n## **✨ Our Solution**\n\nConstructable is the central place to find any information and get questions answered about a construction project. We aggregate documents and communication from file management systems like OneDrive and Dropbox, construction management software like Procore and Autodesk, email, and chat apps and make it quick for teams to answer any question and find the relevant documentation.\n\n![uploaded image](/media/?type=post&id=73724&key=user_uploads/1393936/9318d182-f037-4d41-a7cd-f6f4a7a90581)\n\nConstructable makes it easy to:\n\n* Compare bids from multiple specialty contractors and see if they are missing key components in their bid\n* Find the most recent steel plan and highlight what has changed since the last revision\n* See RFIs that have been outstanding for more than 2 weeks and the contact information of the requestee\n* Find the change order that involved adding an additional wall to the lobby, link to the before and after plans, and list the difference in takeoffs because of the change\n* Get the schedule of all specialty contractors working the following week and which supplies are still on backorder for each contractor\n* Get data from the appliance manuals needed for maintenance teams once the project is delivered\n\n## **The Team**\n\n![uploaded image](/media/?type=post&id=73724&key=user_uploads/1393936/05c0d913-f492-43de-babd-97f415d5c860)\n\nWe spent the past 10 years working together at Appfolio (Nasdaq: APPF), where Emma was a VP of Product, John was a VP of Engineering, and Molly was a product growth leader. We loved supporting the businesses that provide millions of people with exceptional living and workplace experiences and we’re excited to bring our experience to empower today’s builders to construct tomorrow’s communities.\n\nMolly has first-hand experience in the world of construction. Her dad, husband, and brother-in-law are general contractors and specialty contractors and she previously worked for a large specialty contractor. She’s experienced the chaotic highs and lows that go into completing a large project, which has fueled her passion to bring new technology to the industry.\n\n## **👋 Ask:**\n\nConnect us to general contractors, owner’s reps, large specialty contractors, or developers. We’d love to get their feedback! Pass along our [website](https://www.constructable.ai) or send us an email, [founders@constructable.app](https://mailto:founders@constructable.ai). We appreciate the support!",
        "url": "https://www.ycombinator.com/launches/JB6-constructable-the-ai-copilot-for-construction-teams",
        "votes": 64,
        "created_at": "2023-08-02T18:23:44.705Z"
      }
    ]
  },
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    "id": 29136,
    "name": "Autotab",
    "slug": "autotab",
    "former_names": [
      "42 Labs",
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    "website": "https://autotab.com",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "Autotab is a drop-in AI knowledge worker that uses a mouse and keyboard like you—so anything you can do, it can do. Show it how to perform your task, train it to be hallucination-proof by adding examples and providing feedback, and then run it on demand or on a schedule—either locally or in the cloud.\r\n \r\n\r\nIt achieves superhuman reliability, and can scale up on demand so your team doesn’t have to.\r\n \r\n\r\nAutotab is already handling complex tasks thousands of steps long, from messaging customers to triggering payments and updating data across core systems of record like Salesforce, HubSpot, Google Sheets, and Jira.\r\n\r\n \r\nDownload the beta version of the app and get started right away, or sign up for a personalized onboarding: https://www.autotab.com",
    "one_liner": "AI agents reliable enough to do real work",
    "team_size": 2,
    "industry": "B2B",
    "subindustry": "B2B -> Productivity",
    "launched_at": 1689696182,
    "tags": [
      "Productivity",
      "Enterprise",
      "Automation",
      "AI"
    ],
    "tags_highlighted": [],
    "top_company": false,
    "isHiring": false,
    "nonprofit": false,
    "batch": "Summer 2023",
    "status": "Acquired",
    "industries": [
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    "regions": [
      "United States of America",
      "America / Canada"
    ],
    "stage": "Early",
    "app_video_public": false,
    "demo_day_video_public": false,
    "app_answers": null,
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    "url": "https://www.ycombinator.com/companies/autotab",
    "api": "https://devasheeshg.github.io/yc-api/batches/summer-2023/autotab.json",
    "year_founded": 2023,
    "city": "San Francisco",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/autotab-ai",
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    "primary_partner": {
      "name": "Harj Taggar",
      "url": "https://www.ycombinator.com/people/harj-taggar"
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    "founders": [
      {
        "user_id": 414353,
        "full_name": "Jonas Nelle",
        "title": "Founder",
        "founder_bio": "Born and raised in Berlin. BA in Rationality from Harvard (convinced them to let me create a new major). Built data-driven applications at Palantir and Taktile (YC S20). Started and sold the first oracle for zero-knowledge rollups on Ethereum.",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/jonas-nelle",
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    "launches": [
      {
        "id": 91808,
        "title": "Autotab: The first AI agent you onboard, not integrate",
        "tagline": "Infinitely scalable remote workers that you onboard via a simple screen recording",
        "body": "tl;dr: You can now teach AI to do your work by simply recording a short video explaining the task. Once trained, you can run an entire fleet of parallel instances to complete weeks of work in a few hours.\n\nDownload the app and put Autotab to work—no sales call or credit card required to get started: [https://www.autotab.com](https://www.autotab.com/)\n\n### \n\nhttps://youtu.be/JTniG6K30UU\n\n### Problem\n\nToday’s models have the intelligence required for most work—but they are bottlenecked by context, tools, and their ability to operate over long time horizons.\n\n### Context: Teaching, not prompting\n\nAutotab learns like a human colleague–by watching demonstrations, reading SOPs, and taking feedback on its past work.\n\nReal work is rarely zero-shot, so Autotab is designed to ask clarifying questions as it is learning, and to be good at taking feedback.\n\n### Tools: UI-first control\n\nAutotab interacts directly with existing applications and internal tools using a mouse and keyboard—no technical integration required.\n\n### Long tasks\n\nAutotab is able to work for days at a time, using scaffolding and checkpoints to stay on track, just like an SOP.\n\n### Superpowers: Better than human\n\nOnboarding Autotab is designed to feel like onboarding a remote human worker, but running Autotab is an entirely different experience.\n\nFor sensitive tasks, Autotab can be run in a dedicated local browser with support for enterprise authentication and SSO—credentials never leave your device.\n\nAutotab can also be run at scale in the cloud, with an entire fleet of parallel instances working together to complete weeks of work in a few hours.\n\n### Accessible to everyone\n\nFor the past 6 months, we’ve helped companies like DoorDash scale work that previously required humans, running years worth of continuous computer use.\n\nNow, you can download the app and put Autotab to work—no sales call or credit card required to get started.\n\n### Use cases\n\nIf you’re looking for some inspiration for how to use AI agents like Autotab, here are a few examples of common tasks others are using Autotab for.\n\n* Collecting and enriching data: For example finding the payment options offered by e-commerce websites, or researching the technology vendors used by local businesses.\n* Filling out forms: For example government forms to request documents, or forms to request quotes from businesses such as insurance carriers.\n* Taking action: For example updating leads in a CRM, processing customer support tickets or sending messages to leads.",
        "url": "https://www.ycombinator.com/launches/Nsm-autotab-the-first-ai-agent-you-onboard-not-integrate",
        "votes": 9,
        "created_at": "2025-07-02T18:51:11.029Z"
      },
      {
        "id": 84840,
        "title": "Autotab: AI agents reliable enough to do real work",
        "tagline": "Not a chatbot: Autotab handles repetitive tasks end to end using a keyboard and mouse, with human-level reliability.",
        "body": "# TLDR\n\nAutotab is a drop-in AI knowledge worker that uses a mouse and keyboard like you—so anything you can do, it can do. It achieves superhuman reliability, and can scale up on demand so your team doesn’t have to.\n\nAutotab is already handling complex tasks thousands of steps long, from messaging customers to triggering payments and updating data across core systems of record like Salesforce, HubSpot, Google Sheets, and Jira.\n\n### Open beta launch\n\nStarting today you can download the beta version of the [app](https://www.autotab.com/) and get started right away. Or sign up for a [personalized onboarding](https://www.autotab.com/request).\n\n![uploaded image](/media/?type=post&id=84840&key=user_uploads/414353/c701bf1e-2f28-4bb2-ac4b-779b02be0a8b)\n\n### Autotab is built for real work\n\n“We were promised digital robots, and all we got was tab complete.”\n\nSo far, AI agents have not been reliable enough to do meaningful work without supervision.\n\nAutotab is the first system for building extremely reliable agents that can execute any repetitive task fully autonomously. Show it how to perform your task, train it to be hallucination-proof by adding examples and providing feedback, and then run it on demand or on a schedule—either locally or in the cloud.\n\n### Hallucination Proof\n\nReal work is hard. To push the frontiers of autonomy, we have developed multiple systems that work together to achieve the improbable.\n\n1. **Digital Robot**: For AI to do real work, it needs to be able to use a computer. Autotab is driven by more than 16 unique models, from fast on-device models to vision-based robotics and the largest frontier models in the world.\n2. **Demonstration Learning**: Telling an AI to book flights for you is a cool demo, but real work is nuanced and difficult to explain in a prompt. You teach Autotab by _showing_ it how to do your task the same way you would a human colleague. This means Autotab has 100-1000X more data than prior approaches, providing the deep context required for full autonomy.\n3. **Action Scaffold**: Each task that Autotab learns is composed of a series of steps and sub-goals. This makes it easy to understand what Autotab is doing and gives you fine-grained control.\n4. **Memory**: As it runs, Autotab prompts you for feedback and provides opportunities to steer its behavior. These learnings are accumulated into action memory—improving Autotab’s world model and allowing it to work autonomously with extremely high reliability for hours on end.\n5. **Bare Metal Control**: Autotab uses a custom browser for secure, bare metal task execution—locally and in the cloud. This also lets us avoid most bot detection.\n\nThe result is an AI system that learns and works like a human colleague. It uses a browser, so it can handle any repetitive task you can—there is no list of integrations, just teach it to use whichever apps you want. It asks for clarification when it is uncertain, and you can correct it if it gets something wrong.\n\n### Case studies\n\nHere are a few specific examples of how customers have been using Autotab to get more done:\n\n* A fast-growing startup saves 10+ hours of their team’s time each week using Autotab to find customers at risk of churning in an internal product analytics tool and then has Autotab reach out to them with personalized emails.\n* One customer uses Autotab to handle dozens of support tickets every day, such as updating vendor permissions and assigning training tasks to new employees across different applications.\n* Another customer has trained Autotab to gather research data across different sources, which used to take their employees hours of time to do every week.\n\n### Get started today\n\nYou can download the beta version of the [app](https://www.autotab.com/) and get started right away or sign up for a [personalized onboarding](https://www.autotab.com/request).",
        "url": "https://www.ycombinator.com/launches/M4O-autotab-ai-agents-reliable-enough-to-do-real-work",
        "votes": 23,
        "created_at": "2024-10-17T22:07:57.122Z"
      },
      {
        "id": 79917,
        "title": "Autotab: Digital robot to do your repetitive work",
        "tagline": "Autotab can run thousands of steps with 98%+ reliability, 24/7/365 (no lunch breaks needed)",
        "body": "**TLDR**: Hire Autotab to do your repetitive work for you, starting at just $1/hour. Autotab is a digital robot that learns like a human—just demonstrate how to perform the task once.\n\nToday, Autotab reliably handles complex tasks with 1000s of steps, saving users hours each day. **Sign up **[**here**](https://78348iv5tyv.typeform.com/to/PFjNcLqW?utm_source=launchyc&utm_campaign=launchyc)** to request early access to Autotab!**\n\n![uploaded image](/media/?type=post&id=79917&key=user_uploads/414353/b923cf51-551f-4232-94c4-f84fc951252c)\n\n### Problem\n\n“I love clicking and typing the same things over and over again,” said no one ever.\n\nNobody likes repetitive work, clicking and typing the same thing over and over again. But writing software to automate it is often too expensive or simply not possible. So we’ve had to do suck it up and grind through (or pay someone else to)—until now.\n\n### Solution\n\nAutotab is a desktop app for teaching AI to do the work you don’t want to do. You simply show it how to do the task once, and Autotab uses AI to learn how to do it for you. Once it has learned a task, Autotab can do it as many times as you want, 24/7/365. No lunch breaks needed.\n\nAutotab is built for real work: It excels at tasks that are **repetitive, such as doing the same thing for every item in a list, and complex, e.g.,** involving many steps across different software applications. Autotab currently is able to do any task that can be done in a browser, with capabilities to control any application on your computer coming soon.\n\nOn top of it all, you only pay for the time that Autotab actually spends doing work for you—starting at $1/hour!\n\n# Digital robot, real work\n\nWe built Autotab with an extreme focus on reliability and the ability to execute complex workflows.\n\n**Bare metal control:** Autotab has its own browser that gives it the bare metal control needed to deliver 98%+ reliability without any site-specific fine-tuning. This also lets us avoid most bot detection.\n\n**Show, don’t tell:** Most other approaches try to have an agent autonomously plan novel chains of actions based on natural language instructions (e.g., “Order me a Domino’s pizza”). While Autotab can do that too, for most important automations it is much easier to show Autotab the workflow than it would be to write a paragraph describing all the steps. If you were to train a human, would you explain where to click or just share your screen & explain with a voiceover?\n\n**Discrete, auditable actions:** Each task that Autotab learns is composed of a series of steps. This makes it easy to understand and have fine-grained control over what Autotab does. It also allows Autotab to work autonomously with extremely high reliability for hours on end.\n\n### Ask\n\nHire Autotab to do your repetitive work for you. **Sign up **[**here**](https://78348iv5tyv.typeform.com/to/PFjNcLqW?utm_source=launchyc)** to request early access!**",
        "url": "https://www.ycombinator.com/launches/Kmz-autotab-digital-robot-to-do-your-repetitive-work",
        "votes": 35,
        "created_at": "2024-04-03T16:54:31.984Z"
      },
      {
        "id": 73240,
        "title": "ZTool - Create data tools & scripts with just a few words",
        "tagline": "ZTool.co is the personal developer for entrepreneurs, analysts, and marketers",
        "body": "**tl;dr**\n\n**Describe** the tool you need **in** **one sentence** and ZTool will create the code, run it, and present the output. We particularly focus on all things **CSV** **files**: anything from exporting csvs, to merging files and enriching data is possible. Over time, users can edit, build out and share their library of tools with each other.\n\n**Problem**\n\nPython scripts for tools like scrapers or workflow automations have been written thousands of times before. Reusing that code — and saving time — should be easy but it’s not: finding the relevant scripts is hard, and adapting it to your specific case requires a certain level of skill at which one can just write the code from scratch. ZTool solves both the search problem and the skill problem; it will give you the exact script you need, specific to your use case, and regardless of your technical ability.\n\n**Solution**\n\nAll the user has to do is describe the script they want, for example: merge two CSV files. ZTool, powered by LLMs, will ask specifying questions, ask for the input files, and then create an output file. That’s it!\n\n![uploaded image](/media/?type=post&id=73240&key=user_uploads/1377594/f6494391-8d41-4a73-8e81-01d797eef7e3)\n\n**How we came up with this**\n\nWhile working as an analyst at a VC firm many years ago, Jonas hacked together a script to process csv data for a deal analysis. It was a simple script but it **saved him days worth of manual work**. Over time the initial script proved useful for more and more deals and grew into an entire library of Python scripts for automating different tasks, from data analysis to web scraping. It took Jonas a week to create that initial script and he had to learn Python, regex, SQL, Docker, cloud, and more—with ZTool anyone could have done it in 5 minutes.\n\n**Concrete ask**\n\nZTool has a blessing and a curse, and they turn out to be the same thing: it is super powerful and can be used to generate all sorts of scripts. Help us figure out what we should focus on [**by trying it out**](https://www.ztool.co/) and showing us what tools are most useful to you!",
        "url": "https://www.ycombinator.com/launches/J3I-ztool-create-data-tools-scripts-with-just-a-few-words",
        "votes": 36,
        "created_at": "2023-07-19T19:41:52.401Z"
      }
    ]
  },
  {
    "id": 29261,
    "name": "malibou",
    "slug": "malibou",
    "former_names": [
      "Malibou"
    ],
    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/d58137f5ea9c3d97a49e190602fc6dd4331ccf6d.png",
    "website": "https://www.malibou.com",
    "all_locations": "Paris, IDF, France",
    "long_description": "malibou is a web application helping French SMBs to manage employees, run payroll and track compliance in a single app.\r\n\r\nWhen processing payroll in France, you either have the choice between an accountant with good advice but no way to connect an HRIS with him, or a good HRIS that does not include payroll services. It was time for a change, to finally bring payroll and HR at the same place. \r\n\r\nDue to increasing competition in the space, French payroll engines have just opened their APIs. This allows us to offer a unified payroll and HR solution, which wasn't possible before.",
    "one_liner": "the first all-in-one payroll and HR software for French SMBs",
    "team_size": 2,
    "industry": "B2B",
    "subindustry": "B2B -> Human Resources",
    "launched_at": 1708619599,
    "tags": [
      "B2B",
      "Productivity",
      "HR Tech",
      "Payroll",
      "SMB"
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    "top_company": false,
    "isHiring": false,
    "nonprofit": false,
    "batch": "Winter 2024",
    "status": "Active",
    "industries": [
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    "regions": [
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      "Europe"
    ],
    "stage": "Early",
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    "app_answers": null,
    "question_answers": null,
    "url": "https://www.ycombinator.com/companies/malibou",
    "api": "https://devasheeshg.github.io/yc-api/batches/winter-2024/malibou.json",
    "year_founded": 2023,
    "city": "Paris",
    "country": "FR",
    "linkedin_url": "https://www.linkedin.com/company/malibou-hr/",
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    "primary_partner": {
      "name": "Brad Flora",
      "url": "https://www.ycombinator.com/people/brad-flora"
    },
    "founders": [
      {
        "user_id": 1585512,
        "full_name": "Maxence Drummond",
        "title": "Founder/CEO",
        "founder_bio": "Co-founder and CEO @malibou 🌴. Graduated from Science Po in Paris, France. After school, I started working in SF helping French tech startups to land in the U.S.. Then joined a VC fund in Paris called Breega, went from associate to Partner, stayed there 5 years and opened their office in the U.K.. Wanted to go to the other side of the table, this time as an entrepreneur!",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/maxence-drummond-485057b4",
        "x_url": "",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/0e112998a6941561b4e6fee85ef6841d00a68404.jpg"
      },
      {
        "user_id": 330417,
        "full_name": "Alexandre Pernin",
        "title": "Founder/CTO",
        "founder_bio": "Co-founder and CTO @malibou 🌴. Spent my college days studying Maths and Computer Sc. at CentraleSupelec, followed by a second master at the Paris School of Economics. After school, I co-founded a first YC startup in the data space, then joined Theodo (Thoughtworks equiv.) to build various B2B tech products. Now I'm back at YC for round #2, this time as CTO in the HR & Payroll space.",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/alexandre-pernin-602308a3",
        "x_url": "",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/008ce59d345cee77feb1fe4fe3163a3a5bdaf2cd.jpg"
      }
    ],
    "jobs": [],
    "news": [
      {
        "title": "Malibou: French Payroll Startup Raises $3.3 Million From Breega and YC - Business Insider",
        "url": "https://www.businessinsider.com/malibou-french-payroll-startup-raises-3-million-from-breega-yc-2024-6",
        "date": "Jun 04, 2024"
      }
    ],
    "launches": [
      {
        "id": 79030,
        "title": "🌴 malibou - Simple French payroll",
        "tagline": "Meet malibou, the first all-in-one payroll and HR software for French SMBs",
        "body": "\\[**tl;dr**\\] French payroll is so complex that no one has been able to build the Justwork or Gusto for France. This is coming to an end— we’re building the first all-in-one payroll and HR software for every French startup and SMB.\n\nHey y’all, we’re Max and Alex, the team behind [malibou](https://www.malibou.co/). We’re here to fix French payroll.\n\n![uploaded image](/media/?type=post&id=79030&key=user_uploads/89898/9981454f-3181-4baa-b681-a0fb9d76168d)\n\n**❌ The problem**\n\nRunning payroll in France is tough! There are 800 different labor agreements with its own set of rules, and each company belongs to a different one.\n\nSo when processing payroll in France, you either have the choice between\n\n1/ an accountant with good advice but no way to connect a good HRIS with him. Everything is manual (excel file, emails…)\n\n2/ a good HRIS that does not include payroll services— no one wants to deal with French payroll\n\n**✅ The solution**\n\nMalibou is the first all-in-one payroll and HR software for every French startup and SMB.\n\nOur promise is the following: 1/ We provide best-in-class HRIS designed for local compliance and 2/ We provide expert help so that HR managers and CEOs don’t have to deal with bureaucracy.\n\nThanks to malibou, companies can manage employee repositories, onboard newcomers in a few clicks, accept leave requests, validate and distribute payslips, pay their team from the app, and ask any questions related to social laws to our experts. Employees benefit from direct access to malibou.\n\n![uploaded image](/media/?type=post&id=79030&key=user_uploads/1585512/bc7eac7b-0867-422b-b423-d459248f6c2d)\n\n**👥 The team**\n\n[**Max**](https://www.linkedin.com/in/maxence-drummond-485057b4/) and [**Alex**](https://www.linkedin.com/in/alexandre-pernin-602308a3/) here, originally from France 🇫🇷.\n\nMax was a VC partner at Breega, where he opened the London office.\n\nAlex is a software engineer and also an ex-YC founder.\n\n**🙏 Ask: How you can help**\n\n* Share this with anyone you know who is employing people in France\n* If you have questions or requests, email us at [maxence.drummond@malibou.co](mailto:maxence.drummond@malibou.co)\n* You can also book a meeting with Max [here](https://calendar.app.google/1raqzyT4ufWPmrxeA)",
        "url": "https://www.ycombinator.com/launches/KYg-malibou-simple-french-payroll",
        "votes": 43,
        "created_at": "2024-03-04T18:55:43.779Z"
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    "name": "Wavelength",
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    "all_locations": "San Francisco, CA, USA",
    "long_description": "The AI-native Customer Intelligence Platform purpose built for post sales teams.\r\nWavelength brings your entire customer data stack into one place - with powerful AI agents that uncover important signals and act instantly",
    "one_liner": "Build Magical Customer Experiences",
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        "full_name": "Pranav Mallampalli",
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        "full_name": "Deepali Jain",
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        "linkedin_url": "https://linkedin.com/in/deepalijain1",
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        "equity_range": "0.20% - 0.70%",
        "experience": "Any (new grads ok)",
        "visa": "US citizen/visa only",
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        "location": "IN / Remote (IN)",
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    "name": "Patchwork",
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    "long_description": "Patchwork replaces your inefficient Slack with an intelligent feed personalized for each team member with all of their daily updates, design and engineering discussions, and announcements. ",
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    "team_size": 2,
    "industry": "B2B",
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        "full_name": "Dhruhin Kurli",
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      {
        "user_id": 1935521,
        "full_name": "Nikki Shah",
        "title": "Founder",
        "founder_bio": "Nikki is the co-founder and CEO of Patchwork. After graduating MIT with a degree in Computer Science, she was an engineer, engineering manager, and product lead at Pinterest, Meta, and Stripe building brand new products that often started out as small teams and grew to thousand person organizations.",
        "is_active": false,
        "linkedin_url": "https://linkedin.com/in/nikki-a-shah",
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      {
        "id": 78819,
        "title": "Patchwork - Your team's AI powered communication tool",
        "tagline": "Replace your Slack with a ranked feed of information and AI assisted post creation",
        "body": "Hey everyone! We’re [Nikki](https://www.linkedin.com/in/nikki-a-shah/) and [Dhruhin](https://www.linkedin.com/in/dhruhin/) from [Patchwork](https://www.atpatchwork.com/)!\n\n**TL;DR**\n\nPatchwork supercharges your team’s communication — we replace your Slack with a ranked feed of information, AI assisted post creation, and chat for urgent needs.\n\n![uploaded image](/media/?type=post&id=78819&key=user_uploads/1642539/fb3c9788-fb77-4ea7-a5b0-766d51a58935)\n\n### **The Problem**\n\n**Do it all.**\n\nThose are the words etched in our brains during YC, and we know that it only gets worse. We spend our time figuring out how to talk to users, sell to customers, pitch to investors, and meet other founders, all at the same time. Oh, and don’t forget, while doing all of this, you also need to continue building the product.\n\nWe found that the most inefficient part of a company is poor communication. A ping on Slack can take us out of flow and leave us context-switching. While one team member is wrestling with RAG pipelines, another is messaging them about feedback from a user interview. If you choose to respect heads-down time, you’ll end up writing notes in docs that are lost to the ether, never to be looked at again. With more team members, it gets exponentially worse.\n\nIn the end, we’re either left with incomplete information or left sifting through a swamp of chat messages, doc links, and notifications to get the information we need.\n\n### **The Solution**\n\n**LLMs, Posts, and a Ranked Feed.**\n\nPatchwork, with the help of LLMs, allows you to quickly post meeting notes, updates, thoughts, and information into relevant groups.\n\n![uploaded image](/media/?type=post&id=78819&key=user_uploads/1642539/2d37f318-48cd-4dc1-953b-5fd4728377c9)\n\nHere’s the best part — **every team member has a smart feed, specifically curated for them**, that ensures they get the most important information first. Say goodbye to the distraction of random messages to get to what you really need. \n\n![uploaded image](/media/?type=post&id=78819&key=user_uploads/1642539/97cafc6a-a77f-467d-bbd8-c9ba596d6985)\n\nChat is also available for urgent needs. On Patchwork, your urgent chat messages don’t get drowned out with non-urgent matters.\n\n![uploaded image](/media/?type=post&id=78819&key=user_uploads/1642539/92a29007-2c94-49c4-8e7a-569106e3c283)\n\n### **Meet Nikki and Dhruhin**\n\n[Nikki](https://www.linkedin.com/in/nikki-a-shah/) and [Dhruhin](https://www.linkedin.com/in/dhruhin/) worked at Meta, Stripe, and Amazon—three companies known for their incredible writing cultures. They were able to witness firsthand the power of organized, effective communication. At these companies, they worked on 0 to 1 products, which grew from a small founding team to massive organizations. From the beginning, good communication that allowed engineers to stay in flow and also get the information they needed was the secret to both speed and growth.\n\nNow, they’re on a mission to supercharge every team with better communication tools.\n\n### **Our Ask: Try Us!**\n\nIf you’re building a product, talking to users, fundraising, selling to customers, and just trying to do it all — let Patchwork help.\n\nEmail [info@atpatchwork.com](mailto:nikki@atpatchwork.com) and we’ll onboard you!",
        "url": "https://www.ycombinator.com/launches/KVH-patchwork-your-team-s-ai-powered-communication-tool",
        "votes": 56,
        "created_at": "2024-02-27T18:50:20.637Z"
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    "name": "Aftercare",
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    "website": "https://getaftercare.com",
    "all_locations": "New York City, NY, USA",
    "long_description": "Aftercare helps you run surveys with AI-powered follow-up questions to dig into responses for deeper insights—it’s like having a skilled interviewer for every survey. ",
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    "industry": "B2B",
    "subindustry": "B2B",
    "launched_at": 1709233414,
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    "batch": "Winter 2024",
    "status": "Active",
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    "stage": "Early",
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    "url": "https://www.ycombinator.com/companies/aftercare",
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    "year_founded": 2024,
    "city": "New York City",
    "country": "US",
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      "name": "Diana Hu",
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        "user_id": 1355492,
        "full_name": "Aidan Lee",
        "title": "Founder/CEO",
        "founder_bio": "Co-founder of Aftercare\nex-Growth Strategy at Datadog, Investment Banking at Barclays. \nNYU Stern '20",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/aidan-cj-lee",
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        "full_name": "Justin May",
        "title": "Founder/CPO",
        "founder_bio": "Co-Founder at Aftercare\n\nex-Senior Software engineer at Palantir, Nextdoor | Rutgers '20",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/justinseanmay",
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      {
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        "full_name": "Anand Nanduri",
        "title": "Founder/CTO",
        "founder_bio": "Co-Founder at Aftercare | ex-Senior Software engineer at Affirm | Yale '20",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/anand-nanduri",
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      {
        "id": 85495,
        "title": "Aftercare: Conversational AI surveys with intelligent follow-up questions",
        "tagline": "Run surveys with AI-powered follow-up questions to dig into responses for deeper insights—it’s like having a skilled interviewer for every survey.",
        "body": "Hey everyone! We’re [Anand](https://www.linkedin.com/in/anand-nanduri/), [Justin](https://www.linkedin.com/in/justinseanmay/), and [Aidan](https://www.linkedin.com/in/aidan-cj-lee/), co-founders of [Aftercare](https://www.getaftercare.com/).\n\n**TL;DR:** We’re building a generalizable survey tool that uses intelligent AI follow-up questions to gather better insights.\n\n## **🔭 How we got here**\n\nWhile we were building an eCommerce post-purchase survey platform, one of the most valuable features for our customers was using AI to ask follow-up questions to dig into survey responses and uncover deeper insights—almost like having an interviewer ask good questions live for every survey. We realized this powerful feature could be applied to all surveys, so expanded the survey platform so anyone could use it.\n\n![uploaded image](/media/?type=post&id=85495&key=user_uploads/1355492/f34a1950-734e-4956-b96d-4232807f1ff0)\n\n## **🧐 Problem**\n\n* Traditional surveys can’t react to respondent answers and ask follow-up questions, leaving behind incredibly valuable insights. Often, the first response to an open-ended question does not tell the whole story.\n* Good open-ended feedback is incredibly useful, but difficult to view in a structured format, especially when you have many responses. If you’ve ever used Google Forms, open-ended responses are presented as a data dump.\n\n## **🚀 Our Solution**\n\n* Easily create surveys, and turn on AI follow-up questions for any topic you want to dig into - Aftercare will ask intelligent follow-up questions automatically.\n* AI summaries surface key information from your responses automatically, and open-ended responses are categorized into data visualizations of your choice.\n\n## **Team**\n\nWe’ve been friends for 18 years and have deep engineering and ops experience at companies like Palantir, Datadog, Affirm, and Nextdoor.\n\n![uploaded image](/media/?type=post&id=85495&key=user_uploads/1355492/8ec74a7b-6c3e-4840-88fa-480c4d9af138)\n\n## **Our ask**\n\n* Try it out, we’d love to hear your honest feedback!\n* If you have a generalized survey use case (surveying customers, your employees, etc) I’d love to learn more about it over a quick chat: <https://calendly.com/aidanclee/15-minute-sync-from-launch-yc>\n* If you know anyone running a survey, tell them to try [www.getaftercare.com](http://www.getaftercare.com) 🙂",
        "url": "https://www.ycombinator.com/launches/MEx-aftercare-conversational-ai-surveys-with-intelligent-follow-up-questions",
        "votes": 21,
        "created_at": "2024-11-12T18:49:41.643Z"
      },
      {
        "id": 82218,
        "title": "Aftercare - Conversational post-purchase surveys using AI",
        "tagline": "Conversational post-purchase surveys using AI. Open-ended text, voice, and SMS surveys for eCommerce.",
        "body": "Hey everyone! We’re [Anand](https://www.linkedin.com/in/anand-nanduri/), [Justin](https://www.linkedin.com/in/justinseanmay/), and [Aidan](https://www.linkedin.com/in/aidan-cj-lee/), previously co-founders of Kontractify, coming back as [Aftercare](https://www.linkedin.com/company/aftercarecompany/).\n\n**TL;DR:** We help eCommerce stores run conversational post-purchase surveys using AI to capture open-ended customer feedback and marketing attribution data.\n\n# **🍪 Problem**\n\nWith the “death of the cookie” rapidly approaching, eCommerce stores must rely more on 1st- and zero-party data to inform marketing decisions like where best to spend money on ads (Meta vs. TikTok vs. Google, etc.).\n\nBecause of this, eCommerce stores are more widely adopting tools like post-purchase surveys. However, the current post-purchase survey landscape is lacking in several ways:\n\n* Limited: mainly offers multiple-choice questions that don’t provide enough context to be useful for marketing teams.\n* Static: asks the same questions regardless of the user’s segment (e.g., new vs. returning user) or the user’s previous responses within a single survey.\n* Disjointed: integrates poorly with the rest of the marketing stack.\n\n# **✨ Solution**\n\nAftercare is a modern post-purchase survey tool that uses AI to go beyond the traditional multiple-choice survey. It:\n\n* Asks open-ended questions to capture more detailed and candid feedback.\n* Changes what it asks based on the user’s previous responses so you can ask smart follow-up questions in real time.\n* Summarizes all insights in a single dashboard to inform product and marketing teams at a glance.\n\nOur MVP is a Shopify App, but we want to meet merchants and customers where they’re at, so we’re building out other channels, including a generalized web Iframe, SMS, and voice.\n\n![uploaded image](/media/?type=post&id=82218&key=user_uploads/1355492/b067a353-1293-4bcd-84b9-d42f441c6447)\n\n## **Team**\n\nPreviously known as Kontractify, we’re coming back as [Aftercare](https://www.linkedin.com/company/aftercarecompany/). We’ve been friends for 18 years and have deep engineering and ops experience at companies like Palantir, Datadog, Affirm, and Nextdoor.\n\n![uploaded image](/media/?type=post&id=82218&key=user_uploads/1355492/bc67ac78-45af-4926-a10d-978fa60fcdff)\n\n# **🙏 Our ask:**\n\nPlease reach out if you know anyone who does marketing at or runs an eCommerce store - we’d love a warm intro! Email us at [aidan@getaftercare.com](mailto:aidan@getaftercare.com)",
        "url": "https://www.ycombinator.com/launches/LO6-aftercare-conversational-post-purchase-surveys-using-ai",
        "votes": 12,
        "created_at": "2024-07-17T17:52:36.986Z"
      },
      {
        "id": 79017,
        "title": "Kontractify - Painless RFPs, powered by LLMs 📢",
        "tagline": "We use LLMs to help enterprises run Request for Proposals (RFPs)",
        "body": "Hey everyone! We’re [Justin](https://linkedin.com/in/justinseanmay), [Anand](https://linkedin.com/in/anand-nanduri), and [Aidan](https://linkedin.com/in/aidan-cj-lee) – childhood friends and co-founders of Kontractify.\n\n**TL;DR** [Kontractify](https://www.kontractify.com/) uses LLMs to help enterprises run RFPs. We generate questions, manage workflows, evaluate proposals, and facilitate reverse auctions.\n\n## 🧨 **The Problem**\n\nEnterprises buy large amounts of goods and services through RFPs—competitive bid processes where they invite multiple sellers/service providers to participate. These buyers launch RFPs on extremely outdated platforms, often costing hundreds of thousands of dollars, and have UI/UX stuck in the ‘90s.\n\nBuyers get so frustrated with these tools that they ignore using them altogether and revert to Excel spreadsheets and emails. Wasted time, frustration, information loss, and lack of user participation are common.\n\nOn the other side, sellers who receive RFP notifications hate filling out responses on these platforms, leading many to not participate.\n\n## 🎉 **Our Solution**\n\nKontractify provides a painless experience for enterprise buying teams to run and collaborate on RFPs, using LLMs to speed up particularly tedious processes. Buyers can build, launch, and manage all seller communications through the platform.\n\n![uploaded image](/media/?type=post&id=79017&key=user_uploads/1355492/bed9d3f3-1454-460b-957d-a46f3630192a)\n\n**For Buyers:**\n\n* ⚙️ Simple workflow and question builders help buyers painlessly curate events\n* ✍️ Tedious activities like writing question lists are automated away with the help of LLMs\n* 📣 Advanced eBidding events such as Reverse Auctions can be easily launched, allowing for greater savings\n\n**For Sellers:**\n\n* 📫 RFP questions can be responded to directly by email and LLMs assist in converting the unstructured text into a templated response\n\n⭐️ Consumer-grade UI and LLMs greatly improve velocity for both buyers and sellers. Buyers can develop new supplier relationships, run more events, and save more money. Sellers can quickly respond to RFPs and focus on their next sale.\n\n## **Team**\n\nWe’ve been friends for 18 years and have deep engineering and ops experience at companies like Palantir, Datadog, Affirm, and Nextdoor.\n\n![uploaded image](/media/?type=post&id=79017&key=user_uploads/1355492/4b7de3a9-c552-4543-a8f3-2599bfd849c8)\n\n## **Ask**\n\n* Intro us to sourcing or procurement professionals! Drop us a line at [aidan@kontractify.com](mailto:founders@kontractify.com).",
        "url": "https://www.ycombinator.com/launches/KYT-kontractify-painless-rfps-powered-by-llms",
        "votes": 124,
        "created_at": "2024-03-04T18:10:59.295Z"
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    "id": 29404,
    "name": "Diana",
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    "all_locations": "San Francisco, CA, USA",
    "long_description": "The first business-ready OpenClaw platform. A secure AI assistant embedded directly into Slack.",
    "one_liner": "Give Your Employee An Employee",
    "team_size": 7,
    "industry": "B2B",
    "subindustry": "B2B",
    "launched_at": 1706475260,
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    "year_founded": 2023,
    "city": "San Francisco",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/getdiana/",
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    "primary_partner": null,
    "founders": [
      {
        "user_id": 128506,
        "full_name": "Upeka Bee",
        "title": "Founder/CEO",
        "founder_bio": "Upeka is the co-founder and CEO of Diana. Before Diana, she was Head of Engineering for Gusto's HR Platform, and before that, Salesforce and a string of startups.",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/upeka/",
        "x_url": "https://twitter.com/upekabee",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/4c99381b1238cb20482c9e6ec548e0acb1d74129.jpg"
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    "jobs": [],
    "news": [
      {
        "title": "DianaHR Raises $3.7M Seed Round to Redefine HR for Startups with AI Agents | DianaHR",
        "url": "https://www.getdianahr.com/blog/dianahr-raises-3-7m-seed-round-to-redefine-hr-for-startups-with-ai-agents",
        "date": "Sep 15, 2025"
      }
    ],
    "launches": [
      {
        "id": 99731,
        "title": "Diana - Give Your Employee An Employee",
        "tagline": "The first business-ready OpenClaw platform. A governed AI assistant for every employee, embedded directly into Slack.",
        "body": "Hey YC! 👋\n\nWe're [Upeka](https://x.com/upekabee) and [Dilan](https://x.com/dilan), co-founders of [Diana (W24)](https://x.com/getdiana).\n\nEvery OpenClaw today is an intern with root access and no oversight. ☠️🏴‍☠️\n\n**So we built the first one that has a boss.** 🦞\n\nDiana is a business-ready OpenClaw with a Governor monitoring every action - that can shut it down mid-task, before damage is done. \n\n<https://www.youtube.com/watch?v=sdka6JW9QK0>\n\n**TL;DR:**\n\n**🛡** Diana is a business-ready OpenClaw with a Governor monitoring every action\n\n**⚡** Connect 3,000+ tools via API, or log into any app via Browser Logins\n\n**🔒** Per-user credential isolation. Every employee gets their own sandboxed agent\n\n**🏗** Built by engineers from Google, Gusto, MIT, CMU, and Yale\n\n## **The Governor**\n\nHere's the thing about OpenClaw: it talks directly to your tools. Slack, Notion, your APIs. No filter. No oversight. If it hallucinates or gets prompt-injected, it acts on your systems before anyone can stop it.\n\n**Diana never talks to Slack, Notion, or your APIs directly.**\n\nEvery action routes through the Governor first. It checks intent, filters output, and watches for drift in real-time. If something is off, the Governor kills the action before it reaches your systems. Not after. Before.\n\nThe architecture:\n\n→ Slack ingress hits the Governor (trust boundary)\n\n→ Governor routes to isolated agent sandboxes\n\n→ Agent has zero DB access, zero secrets\n\n→ Every LLM and tool call goes back through the Governor\n\n→ Governor filters output before it reaches Slack\n\n## **3,000+ Integrations + Browser Logins**\n\nDiana connects to Slack, Google Workspace, HubSpot, Stripe, Notion, Linear, GitHub, and thousands more via API.\n\n**And if there is no API? Diana logs in with a browser, just like you would.**\n\nHRIS portals, benefits platforms, 401k providers, state registration websites. If you can click it, Diana can work it. All through the Governor.\n\n![uploaded image](/media/?type=post&id=99731&key=user_uploads/128506/e04c3454-71cc-4c21-a942-3ba81aa51cd3)\n\n## **Give Your Employee Their Own Employee**\n\nDon't replace your team. Give them superpowers.\n\nDiana is simple to install and use: Install to Slack → connect your tools → **just ask**:\n\n**_→_** _\"Show me our Hubspot pipeline by stage and expected close date\"_\n\n**_→_** _\"Build me a revenue dashboard in Google Sheets for our March Investor Update. Send me a revenue dashboard every month.\"_\n\n**_→_** _\"Review these 5 invoices against the tracking spreadsheet let me know if there are any discrepancies\"_\n\n**_→_** _\"Every Monday at 9am, send me a summary of the #general Slack channel from last week\"_\n\n**_→_** _\"Onboard Sarah Chen as Senior PM into HRIS Payroll. Here’s the offer letter.\"_\n\n**Diana works across finance, operations, sales, product, engineering, marketing, and HR. Built for every employee on earth. Hire humans, and help them to 10x.**\n\n![uploaded image](/media/?type=post&id=99731&key=user_uploads/128506/48d04c0d-9f5e-4983-80a5-d3a5382d8eb3)\n\n## **The Backstory**\n\nBefore Diana, we built DianaHR, a fractional HR service for SMBs. Running that business, we saw firsthand how much time operations teams waste on repetitive tasks: onboarding new hires into HRIS systems, chasing unsigned documents, answering the same benefits questions, filing state registrations.\n\nWhen OpenClaw exploded, we saw the opportunity: an AI agent that could actually do this work. But the security gaps were a dealbreaker for business use. So we built a Governor on top, added per-user credential isolation, and created Browser Logins so Diana could work with tools that don't have APIs.\n\nBacked by Y Combinator (W24), General Catalyst, and SNR Ventures. Built by a team from Google, Gusto, MIT, Carnegie Mellon, and Amazon.\n\n**And this is just the start. Our goal is an AI employee so trusted you can hand it an entire business function and let it run.**\n\n## **Our Asks**\n\n**Try Diana for free.** If you want an OpenClaw agent AND peace of mind: [**getdiana.com**](http://getdiana.com)\n\nFor YC founders we are giving one month free of our assistant tier. Ping me on Bookface or email for a code!\n\n**Feedback.** If you try Diana and something breaks or feels off, tell us. DM me on Slack, email [upeka@getdiana.com](mailto:upeka@getdiana.com), or find me on X at @upekabee\n\nLet's go. 💚\n\n![uploaded image](/media/?type=post&id=99731&key=user_uploads/128506/8868ea14-86aa-45c3-916e-6a194d45de54)\n\n",
        "url": "https://www.ycombinator.com/launches/PwZ-diana-give-your-employee-an-employee",
        "votes": 5,
        "created_at": "2026-04-14T16:01:32.173Z"
      },
      {
        "id": 77951,
        "title": "✅ DianaHR - Give us your people ops and take back your time",
        "tagline": "Put your company's people ops on autopilot and save 10+ hours a week",
        "body": "Hey everyone! We are [Tim](https://www.linkedin.com/in/tim-kral-512b5b3/) and [Upeka](https://linkedin.com/in/upeka) and today we are launching [DianaHR.](https://getdianahr.com/) We offer businesses an expert HR and Operations team to **manage tedious people ops tasks.**\n\n**Tl;dr**\n\nWe are building a better way to support business owners with back-office tasks like compliance, HR, state registrations, employee onboarding/offboarding, and payroll and benefits administration. We add a human expert to your team, who'll run everything using your own software tools. Prices start at $99/month.\n\n**❌ The Problem** \n\nOnce you hire your \\~5th employee, you find yourself spending hours each week dealing with people ops - managing all the software yourself, spending hours on the phone with customer support, and pulling your hair trying to deal with those state registration letters. You signed up for a PEO hoping things will get better, but you don’t have any control and spend more hours dealing with their central hotline. \n\nAll you want is to focus on your business. And all this stuff gives you anxiety and you worry that you are doing something wrong. Just to make things worse, New York State has sent you a letter with a $10,000 fine.\n\n![uploaded image](/media/?type=post&id=77951&key=user_uploads/128506/d50c0995-aa60-4326-8160-f7426de967ad)\n\n**✨ Our Solution**\n\nMeet DianaHR. We offer you a fractional HR and Ops team that has seen it all. They will do what’s needed to keep you compliant, take busy work off your plate, and help you and your team focus on what matters - your business. Prices start at $99/month and are tailored based on your company's needs. Behind the scenes, we have a series of AI assistants to help scale our DianaHR experts. \n\n![uploaded image](/media/?type=post&id=77951&key=user_uploads/128506/026703cd-3aaa-439f-ac9f-e22d0ab601db)\n\n\\\n**🧑🏻‍🍳 Who We Are**\n\n![uploaded image](/media/?type=post&id=77951&key=user_uploads/128506/d91c3663-d7dd-4180-9ccc-2d902728af27)\n\nWe are Tim and Upeka. \n\nWe met at Carnegie Mellon 17 years ago. This is the third time we have worked together. \n\nBefore DianaHR, Upeka was at Gusto where she was the Head of Engineering for their HR platform. Her teams built the feature set that put Gusto on the map as an HR provider beyond payroll and benefits. Before that, she worked at Salesforce and other startups. \n\nTim was the VP of Engineering at Relay Payments, a FinTech startup. Before that, he worked as an engineer at Salesforce, Medium, and other startups. \n\n**🙌 Our Asks**\n\n* Share this with anyone you know who does compliance and HR back-office tasks and needs help! Book time [here](https://calendly.com/upeka/30min) to discuss. \n* You can follow us on [LinkedIn](https://www.linkedin.com/company/dianahr).\n\nEmail us to [founders@dianahr.ai](mailto:founders@dianahr.ai), for any questions.",
        "url": "https://www.ycombinator.com/launches/KHH-dianahr-give-us-your-people-ops-and-take-back-your-time",
        "votes": 52,
        "created_at": "2024-01-30T02:40:38.048Z"
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    "id": 29419,
    "name": "Lumetric",
    "slug": "lumetric",
    "former_names": [
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      "Lumetric",
      "Luminate"
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    "website": "https://www.lumetric.ai",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "An AI coworker for business professionals that actually does the work. Models, decks, data cleanup, and more.",
    "one_liner": "The AI Analyst For Deal Teams",
    "team_size": 2,
    "industry": "B2B",
    "subindustry": "B2B",
    "launched_at": 1705627336,
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    "nonprofit": false,
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    "status": "Acquired",
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      "America / Canada"
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    "stage": "Early",
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    "url": "https://www.ycombinator.com/companies/lumetric",
    "api": "https://devasheeshg.github.io/yc-api/batches/winter-2024/lumetric.json",
    "year_founded": 2024,
    "city": "San Francisco",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/lumetricai",
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        "full_name": "Ross Cefalu",
        "title": "Founder/CEO",
        "founder_bio": "Co-Founder @ Luminate",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/rcefalu",
        "x_url": "https://twitter.com/rcefalu10",
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        "user_id": 1645634,
        "full_name": "Davis Palmie",
        "title": "Founder/CTO",
        "founder_bio": "Co-Founder of Lumetric",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/davispalmie",
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      {
        "id": 78911,
        "title": "🎙️ PocketPod - AI-generated podcasts tailored to your interests",
        "tagline": "We allow people to consume any information in a familiar podcast format",
        "body": "# **TL;DR**\n\n[**PocketPod**](https://news.pocketpod.app/) creates AI-generated podcasts tailored to your interests. Whether it's a daily news update or a deep dive into a specific topic, we allow people to consume information in a familiar podcast format. To start, we are creating fully personalized news podcasts delivered right to your Spotify every day.\n\n[Example](https://www.youtube.com/watch?v=lyGZMiLgk9Q)\n\nSign up [**here**](https://news.pocketpod.app/) to get your very own daily news podcast tailored to your interests!\n\n# **😣 What’s the problem?**\n\n**There is a ton of information** widely available, in diverse formats, that was previously not feasible to have delivered via podcast-style audio\n\n**Human creators face inherent limitations** in the volume of information they can turn into high-quality content\n\n# **🎙️ The Solution - PocketPod**\n\n\\- Advances in LLMs and data processing allow us to comb through incredible amounts of information, aggregate, and process what’s important to you, and transform it into engaging new podcast formats.\n\n\\- Combined with advancements in text-to-speech models and it’s now possible to give everyone podcasts made just for them, on the information they care about.\n\n\\- Seamless integration with existing platforms, like Spotify, ensures quick, easily accessible, and personalized distribution\n\n# **Meet the Team**\n\n[**Davis Palmie**](https://linkedin.com/in/davispalmie) and [**Ross Cefalu**](https://linkedin.com/in/rcefalu) met freshman year at Georgia Tech. Ross was one of the first ten engineering hires at Flock Safety (YC17), and then worked at Microsoft, rebuilding the app launching experience used by 150M DAUs. Davis worked on Visa’s Next Generation Services team and also built the pioneering innovation lab tech team for a billion-dollar consulting firm.\n\n![uploaded image](/media/?type=post&id=78911&key=user_uploads/1318752/ceb17713-c244-4654-9b49-cd129b951b51)\n\n# **Our Ask: Try us out!**\n\nSign up [**here**](https://news.pocketpod.app/) to get your very own daily news podcast tailored to your interests!",
        "url": "https://www.ycombinator.com/launches/KWl-pocketpod-ai-generated-podcasts-tailored-to-your-interests",
        "votes": 36,
        "created_at": "2024-02-29T19:14:38.244Z"
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    "id": 29420,
    "name": "Alai",
    "slug": "alai",
    "former_names": [
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    "website": "https://getalai.com",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "Alai makes it easy and quick to create high quality presentations with AI. Our users bring in their context and get a great first draft with 4 options for each slide in minutes. Alai has a responsive canvas made up of high-level build blocks which makes it easy for both humans and AI to iterate together to get to a polished presentation.",
    "one_liner": "Create high quality presentations quickly using AI",
    "team_size": 5,
    "industry": "B2B",
    "subindustry": "B2B",
    "launched_at": 1706649959,
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      "America / Canada"
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    "url": "https://www.ycombinator.com/companies/alai",
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    "year_founded": 2023,
    "city": "San Francisco",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/getalai",
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        "user_id": 802359,
        "full_name": "Anmol Sood",
        "title": "Founder",
        "founder_bio": "Founder at Alai. Previously Staff Software Engineer at Meta.",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/anmolsood",
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      {
        "user_id": 1355522,
        "full_name": "Krishna Gupta",
        "title": "Founder",
        "founder_bio": "Founder @Alai. Previously early engineer at Replicant AI",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/krishnagupta21",
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      {
        "id": 94647,
        "title": "Alai: Create high quality presentations quickly with AI",
        "tagline": "High quality decks, made fast and simple. ",
        "body": "**The Problem:**\n\nCreating presentations sucks! You either spend hours pixel-tweaking in traditional tools or settle for low-quality AI-generated slides.\n\n**What Alai feels like**\n\nPaste rough notes and, in seconds, Alai gives you the best first draft you’ve seen. No more template hunting, blank page problem or making slides that are too text heavy.\n\n**Demo:** [**https://youtu.be/X86y9Mk3MJ4**](https://youtu.be/X86y9Mk3MJ4)\n\n**Our motivation**\n\nDesign should not come in the way of storytelling. We built Alai so that everyone can be proud of what they present.\n\n**Our ask**\\\nIf you’re making decks for fundraising, sales, marketing, product, or engineering, we’d love for you to try Alai. [Try now](https://getalai.com)",
        "url": "https://www.ycombinator.com/launches/OcZ-alai-create-high-quality-presentations-quickly-with-ai",
        "votes": 21,
        "created_at": "2025-10-15T06:51:23.744Z"
      },
      {
        "id": 79304,
        "title": "Alai: Create high quality slides with AI",
        "tagline": "Alai is an AI first presentation software that helps you build well designed slides quickly",
        "body": "Hey everyone! We are [Krishna](https://www.linkedin.com/in/krishnagupta21/) and [Anmol](https://www.linkedin.com/in/anmolsood/) from [Alai](https://getalai.com/)! \n\n### ⭐ TLDR\n\nAlai helps **tech professionals** create **high-quality** **presentations** **quickly** using AI. Today, we are launching the **first part** of our experience: a tool to create and iterate on **funnel** slides with the ability to **export** them to Google Slides in one click. \n\n### 🚨 The Problem\n\nOver **30 million** presentations are created **daily**. Countless important decisions are made at companies every day based on a presentation. However, it takes **too long** and most people **lack** the **skill** to make a presentation that effectively gets the point across.\n\nWe believe that this is because of 3 main reasons:\n\n1. **“Blank page” problem**:  It’s hard to get started staring at an empty deck. In our experience at tech companies, most information required to create the presentation already existed in other docs/tools and it still took a lot of time to get started.\n2. **Busywork:** A lot of time is spent finding the right slide template, fitting content into it, and struggling with other design details. This is especially painful when trying to change the structure like splitting a slide into multiple slides etc. \n3. **Too much text, not enough visuals:** Creating good visuals is hard and therefore a lot of presentations are text-heavy. People find it challenging to think of the right visual as well as being able to put it together.\n\n \n\n### 🎯 The Solution\n\nAlai is an AI-first presentation experience:\n\n1. Get **multiple** slide **options**: Just put in text and Alai will show you multiple high-quality options to choose from. \n2. Built-in **iteration loop** with **AI**: Iterate on the complicated design elements of your slide using natural language. AlaI also considers your manual edits when suggesting new options.\n\n **Yet another AI presentation tool?**\n\nWe think most of these tools are missing the point. Generating an entire presentation in one go leaves you with low-quality slides that still require a lot of polishing. We believe we can do better! \n\n **Our Launch Today**  \n\n We are launching our first tool today which helps you create funnels from text as well as edit them. You can also export them to Google Slides in one click.\n\n![uploaded image](/media/?type=post&id=79304&key=user_uploads/802359/cbd845b6-2f6b-44c1-aec2-515cd64c14a9)\n\n### 💪 Meet Krishna and Anmol\n\n[Krishna](https://linkedin.com/in/krishnagupta21) and [Anmol](https://linkedin.com/in/anmolsood) met in middle school and have been best friends for the last 17 years. Anmol was previously a staff software engineer at Meta where he worked on building presentation software in VR amongst other things. Krishna was an early engineer at Replicant where he worked on building the core experience as the company crossed over $10 million in revenue. \n\n![](https://lh7-us.googleusercontent.com/UoER-kmSfH-egXrtMnQVrwgdmO7M0VC5btKF23Mjfvdgogzkspv1Dh0KICZ-XxtdP7RcSyp56vQofpdp1139-o_puUAiZfisKUWYH4mSUirDPMU5MorprtzKD05RBOGyhnyEkwvBQ_qF9txmYFI267w)\n\n### 🙏 Our asks\n\n1. Looking to create a funnel slide for one of your presentations? [Try us](https://getalai.com/) today and share feedback with us at [founders@getalai.com](mailto:founders@getalai.com) \n2. Did you recently create a presentation that took you a frustratingly long time to create? Reach out and share your experience with us!",
        "url": "https://www.ycombinator.com/launches/Kd6-alai-create-high-quality-slides-with-ai",
        "votes": 27,
        "created_at": "2024-03-12T15:32:33.751Z"
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    "id": 29421,
    "name": "Thorntale",
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    "website": "https://thorntale.com",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "Thorntale is the easiest (and prettiest) way to create your next presentation. We've built a super capable AI assistant that can directly edit your slides, and coupled it with an advanced slide design system to keep things beautiful and professional.\r\nThorntale AI is designed to work alongside you as an AI collaborator. It can modify slide design and content, as well as give suggestions on what to improve to make your points clearer for your audience. We've also built tons of enterprise level features into Thorntale, like integrated data connections and send as email.",
    "one_liner": "The world's best presentation editor, powered by AI.",
    "team_size": 2,
    "industry": "B2B",
    "subindustry": "B2B -> Productivity",
    "launched_at": 1709017712,
    "tags": [
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    "batch": "Winter 2024",
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    "stage": "Early",
    "app_video_public": false,
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    "api": "https://devasheeshg.github.io/yc-api/batches/winter-2024/thorntale.json",
    "year_founded": 2024,
    "city": "San Francisco",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/thorntale/",
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        "full_name": "Dori Wilson",
        "title": "Founder",
        "founder_bio": "Product-focused Data Scientist turned CEO & Co-founder of thorntale. I've analyzed and presented data at the SF Fed, Uber, CircleCi, Mux and Pave. At Mux and Pave I was hired to build out their product analytics functions. I know what established data science organizations look like at large institutions and enjoyed building toward that at smaller companies.",
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        "full_name": "Ellen Hui",
        "title": "Founder",
        "founder_bio": "Previously big data at Microsoft, SRE at Cruise, distributed systems and real-time video at Mux; now backend and infrastructure at Thorntale (W24).",
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        "linkedin_url": "https://linkedin.com/in/ellenfkh",
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      {
        "user_id": 1606345,
        "full_name": "John Stimac",
        "title": "Founder",
        "founder_bio": "Frontend, backend, and data engineer. Previously worked on big data at Yelp, and built the entire data platform at Clockwise.",
        "is_active": false,
        "linkedin_url": "https://linkedin.com/in/john-h-stimac",
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      {
        "id": 78798,
        "title": "📈 thorntale - Presentation software built for data storytelling",
        "tagline": "Empowering our users to be better data storytellers and make more informed decisions.",
        "body": "**_TL;DR:_** We’re building software that makes it fast and easy to create persuasive decks with your data. Thorntale connects live to any data source, so you always have pretty, interactive, and up-to-date charts. Our opinionated templates are made explicitly for product, data, and engineering teams, so you don’t have to start from scratch. [**_Try the beta here!_**](https://www.thorntale.com/?utm_source=yc_launch_page&utm_medium=yc_launch_post&utm_campaign=launch_day&utm_id=01&utm_content=top_link)\\\n\\\nHey y’all, we’re Dori, Ellen, and John, the team behind [thorntale.](https://www.thorntale.com/?utm_source=yc_launch_page&utm_medium=yc_launch_post&utm_campaign=launch_day&utm_id=01&utm_content=top_link) We’re building the software we wish we had in our pre-founder days.\n\n# \n\n# **❌ The Problem: Communicating data is hard. Current tools make it harder.**\n\nCompanies invest heavily in data teams and advanced tooling but still struggle to incorporate their work into decision-making. We believe this is due to where these findings get communicated: the presentation. Existing presentation tools do not integrate with the rest of the data stack, so instead people screenshot charts and copy-paste tables into their decks. This creates situations where data is miscommunicated, missing, or inaccurate. \n\n# 🌟 **Our Solution: Presentation software that integrates with your data stack.**\n\nBy connecting live data to your presentations and starting from professionally curated templates, presentations in thorntale aren’t just pretty, they’re functional. We create charts in-app that match your presentation’s theme, so you can focus on telling a persuasive story instead of formatting. Using thorntale, you’ll save time and make better business decisions. \n\n![uploaded image](/media/?type=post&id=78798&key=user_uploads/1490574/f3af5be2-75bf-46ff-9ba4-056c065197cb)\n\n# 🧩 **Who We Are**\n\n![uploaded image](/media/?type=post&id=78798&key=user_uploads/1490574/528f12a3-8f5e-40b0-acfc-1ce5f838135a)\n\nfrom left to right:\n\n[**Ellen**](https://linkedin.com/in/ellenfkh)**:** Backend & Infrastructure. Previously big data at Microsoft, SRE at Cruise, distributed systems, and real-time video at Mux.\n\n[**John**](https://linkedin.com/in/john-h-stimac)**:** Frontend, backend, & data engineer. Worked on big data at Yelp, and most recently did data engineering at Clockwise.\n\n[**Dori**](https://linkedin.com/in/doris-lee-wilson)**:**  Data Scientist turned CEO. Crafted data stories at Uber, CircleCi, Mux, Pave, and the Federal Reserve Bank of San Francisco.\n\n# **🙏 Our Ask: Try us!**\n\n* Try us out! We’re improving the product every day, and want to know what you think! [Get Started.](https://bit.ly/3uClStS)\n* If you’re a business, we’re more than happy to build custom templates and make documents using your branding. [Book time with us.](https://calendly.com/d/3xd-4y9-km2/chat-with-thorntale)\n* Connect us with the people in your life who regularly make presentations using data by sharing this post or emailing [founders@thorntale.com.](mailto:founders@thorntale.com)\n\nSend any questions, inquiries, or pretty charts our way at [founders@thorntale.com.](mailto:founders@thorntale.com)",
        "url": "https://www.ycombinator.com/launches/KUw-thorntale-presentation-software-built-for-data-storytelling",
        "votes": 56,
        "created_at": "2024-02-27T07:26:35.110Z"
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    "id": 29450,
    "name": "Aqua Voice",
    "slug": "aqua-voice",
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    "website": "https://aquavoice.com",
    "all_locations": "New York City, NY, USA",
    "long_description": "Super fast AI dictation that lets you talk into any text field -- Cursor, Gmail, Slack, even your terminal. It starts up in under 50ms, inserts text as fast as 450ms, and has state-of-the-art accuracy. Write 4x faster anywhere with Aqua. 🌊",
    "one_liner": "Frontier Voice Input - write 4x faster than typing.",
    "team_size": 5,
    "industry": "Consumer",
    "subindustry": "Consumer",
    "launched_at": 1711068147,
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    "url": "https://www.ycombinator.com/companies/aqua-voice",
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    "year_founded": 2023,
    "city": "New York City",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/aqua-voice",
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        "full_name": "Finnian Brown",
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        "founder_bio": "CEO @ Aqua Voice / Harvard '19",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/finn-brown-3b0b56113",
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        "full_name": "Jack McIntire",
        "title": "Founder/CTO",
        "founder_bio": "CTO @ Aqua Voice",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/jack-mcintire-789bb223b/",
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        "title": "Finding your academic voice: faster, healthier writing with AI speech recognition",
        "url": "https://www.nature.com/articles/d41586-025-02418-9",
        "date": "Aug 19, 2025"
      },
      {
        "title": "Aqua Voice shows just how good Mac dictation could be",
        "url": "https://9to5mac.com/2025/08/15/aqua-voice-shows-just-how-good-mac-dictation-could-be-if-apple-just-tried/",
        "date": "Aug 15, 2025"
      },
      {
        "title": "Improving Productivity With Aqua Voice: A Go-To Speech-to-Text Tool - Productivity Academy",
        "url": "https://productivity.academy/news/speech-text-aqua/",
        "date": "Apr 11, 2025"
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        "id": 86308,
        "title": "Aqua Voice Desktop: Write clear, well-formatted text using only your voice.",
        "tagline": " Voice-native text editor that lets you dictate using natural language commands.",
        "body": "[Aqua Voice Desktop](https://withaqua.com/) lets you create and edit clear, well-formatted text with your voice.\n\n<https://www.youtube.com/watch?v=yFtMQdLwLGA>\n\nHey, this is Finn from Aqua Voice. I’m excited to show you what we’re building.\n\n> This feels like upgrading voice dictation on my Mac _making it work how it should work_.\n\nThe desktop experience is the best way to use Aqua yet. It lets you talk easily into any app and comes with:\n\n\\- **Fine-tuning:** can have up to 800 custom words/phrases at a time, no pronunciation tuning required.\n\n\\- **Context Awareness:** automatically identifies relevant words and phrases in the active application. This uses system accessibility APIs (not screenshots, like some others) and is heavily processed on device before inference to preserve privacy.\n\n\\- **Command recognition:** the system now shows you what it's going to do before it does it. \"Deleting…\" or \"Adding to list…\" or \"Fixing Spelling…\"\n\n![uploaded image](/media/?type=post&id=86308&key=user_uploads/1652937/f10f3395-e52f-487a-a34f-10b598444c68)\n\nWe've also spent a ton of time getting **better out-of-the-box accuracy.** Our core transcription engine is the most accurate real-time system that we know of. **We scored 3.2% WER on Librispeech clean, significantly better than the next best real-time system we tested (Google) at 5.5%.** We also released a benchmark that tests accuracy & human-friendly formatting which showed that out of the box, Wispr Flow makes 10x as many mistakes as Aqua Voice for emails and technical writing. The full write-up including audio and code is available [here](https://withaqua.com/blog/benchmark-nov-2024).\n\n![uploaded image](/media/?type=post&id=86308&key=user_uploads/1652937/9762e173-97c9-46b5-9e2e-e7e8ea073105)\n\nEveryone uses dictation for different reasons - I started in sixth grade (dyslexic) with Dragon Professional and always wanted it to be more than a clunky substitute for the keyboard. Hopefully Aqua Desktop can be that for some of you.\n\n\\-Finn",
        "url": "https://www.ycombinator.com/launches/MS4-aqua-voice-desktop-write-clear-well-formatted-text-using-only-your-voice",
        "votes": 23,
        "created_at": "2024-12-13T21:06:31.018Z"
      },
      {
        "id": 79717,
        "title": "🎙️ Aqua Voice - Voice-only text editor",
        "tagline": "Dictation as seamless as talking to a professional writer",
        "body": "Edit: Check us out on [Hacker News](https://news.ycombinator.com/item?id=39828686) (currently #1)!\n\n**TLDR:** [**Aqua**](https://withaqua.com/) is a voice-native text editor. Imagine dictating to a professional writer who can clean up your phrasing, fill in words, and understand your intent.\n\n🟩 Watch our demo video [here](https://www.youtube.com/watch?v=qwSAKg1YafM):\n\n**🔴 Problem**\n\nDictation still **sucks**:\n\n* It's not very accurate.\n* You have to learn specialized commands.\n* Edits require the keyboard.\n\n[**Finnian Brown**](https://linkedin.com/in/finn-brown-3b0b56113) has never been a very good speller (he’s dyslexic) and has been using dictation software since the sixth grade, when his dad got him set up on Dragon Dictation to write papers for school. It's always been easier for him to dictate—despite the janky software.\n\nDictation has remained surprisingly rigid in the era of LLMs. They make a lot of mistakes (see Siri lmao). All existing dictation services rely on learning a set of specialized commands.\n\nThey struggle to distinguish between filler phrases/commentary and stuff you actually want to write down.\n\n**🌎 Aqua**\n\nAqua innovates on this paradigm by fusing real-time audio and an LLM to understand your intent. It does as much of the writing and formatting as you ask it to.\n\n**Accuracy is King 👑** - Better than Whisper! - we use an MoE transcription architecture to have a lower WER than Whisper-largev3 in real-time.\n\n**Think Don’t Type 🧠** - Aqua can execute arbitrary commands. You don’t need the keyboard. Most people talk **twice as fast** as they can type.\n\n**Make Writing Chill 🏝️** - Aqua reacts naturally to feedback and can recover from mistakes if you tell it to!\n\n![uploaded image](/media/?type=post&id=79717&key=user_uploads/1653094/f99f4176-5433-45ca-89be-738edeb4746c)\n\n🙏 **Asks**\n\nTry Aqua Voice! No account is needed; just head over to <https://withaqua.com>. If you like it, sign up for $10/month after a 1000-token free trial.",
        "url": "https://www.ycombinator.com/launches/Kjl-aqua-voice-voice-only-text-editor",
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    "id": 29452,
    "name": "Fluently",
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    "website": "https://getfluently.app/",
    "all_locations": "San Francisco, CA, USA; Remote",
    "long_description": "Imagine a human-like English tutor, but 20x cheaper and available 24/7 - that's Fluently!\r\n\r\nFluently made for people who already know the basics of English but want to feel truly confident in real conversations: whether that’s in an interview, a business meeting, or chatting with friends.\r\n\r\nMost English learning apps are built for beginners and don’t help you improve speaking skills.\r\n\r\nWith Fluently, you get:\r\n- Unlimited real-world speaking practice\r\n- Personalized learning plan\r\n- Free English level assessment and progress tracking\r\n- Real progress in English speaking skills\r\n\r\nWe’re non-native founders who know the stress of speaking English in important moments. With deep AI expertise, we built Fluently to solve it.",
    "one_liner": "Speaking coach for non-native English professionals",
    "team_size": 2,
    "industry": "Consumer",
    "subindustry": "Consumer",
    "launched_at": 1705338399,
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        "full_name": "Yurii Rebryk",
        "title": "Founder",
        "founder_bio": "Yurii is the co-founder and CEO of Fluently - your super-human AI English tutor. 20x cheaper than a human tutor and available 24/7.\n\nDuring his university years, Yurii interned at Google, Nvidia, Lyft, and Amazon, where he did ML research. Later, he founded and grew a deep tech startup from 2 to 50 people. The startup developed state-of-the-art face and voice swap technologies that work on mobile devices in real-time.",
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        "full_name": "Stanislav Beliaev",
        "title": "Founder",
        "founder_bio": "Stan is the co-founder and CTO of Fluently - your super-human AI English tutor. 20x cheaper than a human tutor and available 24/7.\n\nDuring his university years, Stan interned at Google, Nvidia, where he did ML research. Later, he founded and grew a deep tech startup from 2 to 50 people. The startup developed state-of-the-art face and voice swap technologies that work on mobile devices in real-time.",
        "is_active": true,
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        "title": "YC alum Fluently’s AI-powered English coach attracts $2M seed round",
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        "title": "💁‍♀️ Fluently: Your Personal AI English Tutor",
        "tagline": "Imagine a human-like English tutor, available 24/7 and 20x cheaper",
        "body": "**TL;DR:** [Fluently](https://getfluently.app/) is your personal AI English tutor — 20x cheaper than a human tutor and available 24/7. Built for people who already know the basics but want to speak fluently.\n\n### **Problem — Getting fluent in English is hard**\n\n* **Fluency only comes from regular speaking practice:** The only way to truly improve is to speak consistently and iterate on your mistakes. There's no shortcut.\n* **Most language apps aren't built for speaking:** They're essentially games for beginners - they won't give you the real-time speaking practice you'd get from actually talking to someone.\n* **Nobody gives you the honest feedback you need:** Most non-natives feel anxious about their mistakes but never actually hear about them - colleagues stay polite, and even tutors rarely provide the detailed, personalized feedback that would help you truly improve.\n\n### **Solution — Get actionable feedback on every call**\n\n* **Learn on the go:** Fluently is always available for a real-time conversation - just open the app and start speaking. No scheduling, no waiting.\n* **Personalized insights:** Fluently analyzes your real speech and pinpoints exactly where you need to improve — whether it's pronunciation, fluency, or vocabulary.\n* **Actionable feedback:** Practice pronunciation, improve fluency, and grow your active vocabulary to boost your English skills.\n\n### **Who is this for?**\n\n* **Non-native speakers** who want to finally speak English fluently and confidently - not just \"know\" the language, but actually use it in real conversations without hesitation or anxiety.\n* **International companies** who understand that communication efficiency directly impacts business results. Companies already invest in language training for their employees - Fluently makes that investment practical and measurable, helping teams communicate more clearly with clients, partners, and each other.\n\n### **Our ask**\n\n* 🎓 **Intros to multinational companies** that invest resources in their employees' growth, **especially in English learning**. Please, email [yrebryk@getfluently.app](mailto:yrebryk@getfluently.app).\n* **👉 Sign up [here](https://docs.google.com/forms/d/e/1FAIpQLSdhnAZ-BAuzcKhaB5QFvtLgYHCt6v1Q-r1hKuBMwMkzs8ykjQ/viewform) to get access.** We’re onboarding our users one by one. DM me on [LinkedIn](https://www.linkedin.com/in/yrebryk/) to get moved to the front of the waitlist.",
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    "long_description": "Party is the secure workspace for your team and agents to build together, in the open. Agent Flows handle 95% of the work and your team can see it all happen and step in when needed to steer. It's built for teams and collaboration first, but caters to the solo builder as well. Use any harness/model - your keys or ours. Cost observability. Memory. Dual-level session sandboxing.\r\nSlack/Teams are comm-first with agents as second-class citizens. Party is work-first and the communication happens where the work is being done. Party is for teams who want to build better and faster than their competition. ",
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        "full_name": "Christian DalSanto",
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        "founder_bio": "Founder and CEO @ Party, the multiplayer workspace for building. \nPreviously founded Maitai, led the AI engineering org at Presto (S10), and Big Bets team at Earnin. My thing is leading teams that build and scale new products alongside users.",
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        "title": "Phonely’s new AI agents hit 99% accuracy—and customers can’t tell they’re not human | VentureBeat",
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        "date": "Jun 03, 2025"
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        "id": 83311,
        "title": "Maitai - Reliable AI without the heavy lift",
        "tagline": "Real-time autocorrections and load balancing to solve your LLM issues today + tailored models that improve over time.",
        "body": "**TL;DR:** Maitai is an ultra-lightweight layer between your app and LLM providers, ensuring reliability and passive continuous improvement.\n\n[Try Maitai](https://portal.trymaitai.ai)\n\n# The Problem:\n\nGetting LLMs into production is complex and time-consuming. Teams today spend much of their time-fighting hallucinations, suboptimal output, and mitigating problems plaguing their providers. Though this is necessary for a production-ready application, it can be a massive distraction from building and expanding the core product, not to mention a sizable investment. Hallucinations can quickly deteriorate the user experience and are difficult or impossible to fully fix. Model outages or degraded performance make any meaningful traffic a nightmare. Consistent response times are usually only solved today with dedicated compute environments, which can be too costly for most companies to consider. The more you make progress on these issues, the more you become locked into a provider.\n\n# The Solution: A Dependable Middleman\n\nMaitai integrates seamlessly between the application and model providers to handle the heavy lifting behind the scenes. The result? Higher quality, reliable model output with passive incremental improvement - without any new code. We leverage our robust real-time evaluation engine to build a deep understanding of the customer's application, as well as the capabilities of all major models, in order to deliver consistent, dependable results. This abstraction layer is essential as the AI landscape evolves and new models emerge.\n\n![uploaded image](/media/?type=post&id=83311&key=user_uploads/213922/d9d0ba25-8ae2-48c4-b5ae-6a9f891d493c)\n\n**Real-time Evaluations**\n\nFor each application, we build an understanding of the expectations that the user has for each request. We then evaluate all model output to ensure it adheres to these expectations, in under 200ms. Detected faults can be surfaced to the user in a callback or webhook. Users can also allow Maitai to leverage these evals to autocorrect any faulty output we find, ensuring clean, reliable responses.\n\n_Example:_ One of our customers is a voice-ordering company for restaurants. They use Maitai to ensure the model always requests consent from the customer before sending a text message. Failure to do so would put them out of compliance with the Telephone Consumer Protection Act, resulting in heavy fines and lawsuits. Maitai has prevented this from happening 14 times.\n\n![uploaded image](/media/?type=post&id=83311&key=user_uploads/213922/858792ed-11e9-40b8-92c2-d46c244ae91b)\n\n**Highly-available Inference**\n\nAs AI adoption grows, all providers are having trouble keeping up with the demand. As we continuously profile all models we support, we see this manifest as outages and degraded performance many times throughout each day. Maitai uses our model health data to preemptively fall back to a similar model if we notice degraded performance or an outage. Avoid failed responses and get more consistent response times without shelling out hundreds of thousands of dollars on dedicated compute.\n\n![uploaded image](/media/?type=post&id=83311&key=user_uploads/213922/d10bbf2a-7fd4-47c3-8788-1a8aeffdeb0b)\n\n_Our health checks on gpt-4o from us-west2 show consistent performance only \\~90% of the time, with frequent spikes to 400%+ usual response times._\n\n**Passive Incremental Improvement**\n\nWith Maitai, you gain access to models that are higher quality than GPT-4o, 5x faster, and 10x cheaper — tailored specifically for your application. Our evaluation data not only allows us to immediately improve output quality and reliability, but also lends way to passively building application-specific models that are higher quality, more performant, and cost less than closed-source alternatives. Access the best models for your application, with updates as often as every few days.\n\n**Actionable Alerts**\n\nGet briefed on problems as they occur to quickly remedy a bad situation. Maitai surfaces real-time faults or session summaries right in Slack, then allows you to chat with your data to explore deeper. Never miss a chance to improve a potentially negative customer experience ever again.\n\n![uploaded image](/media/?type=post&id=83311&key=user_uploads/213922/c93ad111-9921-4213-a32e-4c13fcf00573)\n\n**Micron Thin**\n\nWe've invested heavily in making our presence as light as possible. Maitai adds <30ms to each request (and improving!). Get all the benefits of using Maitai without any drawbacks.\n\n# Our Ask:\n\n* If you're building with LLMs, let us help. It takes 2 minutes to integrate, and you can bring your own keys. We can even do it for you while you browse Slack/Reddit/HN. [Get Started](https://portal.trymaitai.ai)\n* Host LLMs or experts at fine-tuning? Let's chat!\n* Let us know your biggest problems building with LLMs.\n\n[founders@trymaitai.ai](mailto:founders@trymaitai.ai)\n\n![uploaded image](/media/?type=post&id=83311&key=user_uploads/213922/06d87dd9-3243-4c88-b4bd-5430256d5e79)\n\n",
        "url": "https://www.ycombinator.com/launches/Lfj-maitai-reliable-ai-without-the-heavy-lift",
        "votes": 69,
        "created_at": "2024-08-22T17:08:56.471Z"
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    "website": "https://willowvoice.com/",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "Willow is an AI dictation app that lets you type with your voice. Built to 4x the productivity of anyone spending too much time on email, docs, and AI prompting workflows.\r\n\r\nWe’re Mac-only for now. You can try it free at WillowVoice.com",
    "one_liner": "The voice interface replacing your keyboard",
    "team_size": 7,
    "industry": "Consumer",
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        "url": "https://www.ycombinator.com/companies/willow/jobs/Gz2wN1L-product-designer",
        "location": "San Francisco, CA, US",
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        "id": 95417,
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        "url": "https://www.ycombinator.com/companies/willow/jobs/tsJOvo1-ml-engineer",
        "location": "San Francisco, CA, US",
        "type": "Full-time",
        "role": "Engineering",
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        "id": 90217,
        "title": "Willow Voice - Voice is Your New Keyboard",
        "tagline": "Willow is the future of voice-first computing...",
        "body": "Hey everyone! We're Allan and Lawrence, and we're building Willow.\n\n**TLDR**: Willow is an AI dictation app that writes anywhere on your computer. Designed for those who rely on email, messaging, and AI prompting workflows to work 4x faster.\n\n→ [Try it for free on Mac.](https://WillowVoice.com)\n\nYou can get set up in minutes and start dictating right away.\n\nLaunch video: https://youtu.be/8q9FRS8Km5U\n\n### **Why we’re building Willow Voice**\n\nWe spent an entire year pivoting across different industries before landing on Willow.\n\nWe started out building for assisted living facilities. The product didn’t land, but we discovered that dictation was a tool to help them stay connected and independent. That showed us how powerful voice could be.\n\nThen, we pivoted to building for medical clinics. We saw how AI scribes were saving doctors hours on documentation and letting them focus on patient care.\n\nThrough all these pivots, one thing became clear. Voice dictation is a superpower for anyone who types a lot. It’s 4x faster and easier than manual typing. \n\nWhy isn’t voice the default way we interact with our computers? Because the technology just wasn’t there—until now.\n\nThat insight led us to build Willow: fast, precise, and personalized voice dictation designed for how we work today.\n\n### **The solution: Willow Voice**\n\nWhat makes Willow special is that it’s not just basic voice typing. It’s smart, fast, and sounds like _you_. Here’s how:\n\n* **Context-awareness**: Willow looks at what you’re working on so it can get technical terms, names, and phrases right.\n* **Custom dictionaries**: You can add your own words—like company names, industry terms, or team slang—so they’re always spelled correctly.\n* **Smart correction and formatting**: Willow automatically fixes mistakes and adds structure—like formatting emails, breaking up paragraphs, and handling punctuation.\n* **Personalization** _(beta)_: We’re working on making Willow sound just like you—adjusting tone and style depending on what you’re writing.\n* **Privacy**: Willow runs in the cloud for speed and accuracy, but we never store or collect your voice or data. Privacy is our top priority, and it’s built into everything we do. There’s an optional, opt-in setting for users who want to help improve the model, completely anonymized.\n\nIt’s 40%+ more accurate than built-in dictation tools, works in under a second, and is so good that most users replace nearly all their typing with it.\n\n### **Who’s using Willow**\n\nPeople with heavy typing workflows love Willow because it helps them move faster and get more done. This includes: \n\n* **Engineers at YC** companies use Willow to prompt AI tools like Cursor up to 4x faster.\n* **Managers at Github, Canva, and Webflow** rely on it to brainstorm, take notes, and write docs hands-free.\n* **Sales teams** use Willow to reply instantly on Slack, email, and CRM tools.\n* **Busy professionals** drowning in email use Willow to clear out their inbox in minutes, not hours.\n\n### **Our ASK**\n\n**Try Willow Voice** → [WillowVoice.com](http://WillowVoice.com)\n\nIt helps you get work done 4x faster, just by talking rather than typing.\n\nIt’s free to start and works instantly on Mac. We’d love to hear what you think!\n\n![uploaded image](/media/?type=post&id=90217&key=user_uploads/1946827/bc11a0ad-17c4-4f8e-b7e8-339fa9fea0bb)\n\n",
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    "id": 29668,
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    "website": "https://www.proxis.ai/",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "Proxis is the AI automation platform built for enterprises.\r\n\r\nProxis is creating AI email agents that empower brands and enterprise teams to close deals automatically. Think: your inbox, on autopilot.\r\n\r\nWe initially fine tuned and distilled LLMs for enterprise use—and quickly realized that companies need more than just smarter models. They need full-stack automation. So Proxis built AI agents that handle the tedious, time-consuming work—everything from autonomous sales closers to customer service agents.\r\n\r\nThe mission is bold: to build the world’s most capable team of AI agents for every enterprise. Proxis imagines a future where a single founder can run a billion-dollar company—backed by a custom-built army of agents. Proxis is rethinking how agents are built, trained, and deployed from the ground up.",
    "one_liner": "The platform for enterprise AI agent automations, starting with email.",
    "team_size": 3,
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        "full_name": "Liam Collins",
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        "title": "Proxis: AI Email Agents with Your Context",
        "tagline": "Your Emails, Written and Sent for You (Safely)",
        "body": "**TLDR:**\n\nProxis auto-drafts and auto-sends emails based on your connected context and email history, mimicking your email style and tone.\n\nJoin for free: [proxis.ai](http://proxis.ai)\\\n\\\nhttps://youtu.be/9yamssS2oiA\n\nEmail volume is exploding. Launches and outbound campaigns create reply storms. Important conversations get buried while esoteric answers live in just a few people’s heads.\n\nWho feels this the most?\n\n* Founders and sales leaders running high‑velocity outreach\n* CX and ops teams fielding repetitive questions\n* Anyone whose inbox is their workflow\n\n**Enter Proxis**\n\n![uploaded image](/media/?type=post&id=95307&key=user_uploads/1592615/12b0183b-6b08-4352-a3f5-ff4628c080e3)\n\nProxis connects to your knowledge and your inbox to draft and even auto‑send replies that sound like you — only when it’s confident.\n\n1. Context-first drafting. Plug in CRMs, Notion, Drive, Slack, help docs, and past email history so answers are accurate and on‑brand.\n2. Sends only when confident. High‑confidence replies auto‑send. Everything else stays in draft for review.\n3. Learns your voice over time. The more you send, the better it gets.\n\n**Configure any Rule**\n\n![uploaded image](/media/?type=post&id=95307&key=user_uploads/1592615/9a28b46c-218a-41cc-bbb1-c6c4e5bb250b)\n\n**Add Your Context**\n\n![uploaded image](/media/?type=post&id=95307&key=user_uploads/1592615/cbc29a0a-1a3a-40ab-bffc-fd08f58fe2d2)\n\n**Who Proxis is for**\n\nWe’ve built this for founders, operators, sales teams and email power users who constantly context-switch between tools and spend their days in email. If that sounds like you, we would love to have you on board.\n\nGet started for free: [proxis.ai](http://proxis.ai)",
        "url": "https://www.ycombinator.com/launches/OnD-proxis-ai-email-agents-with-your-context",
        "votes": 17,
        "created_at": "2025-11-07T19:59:06.302Z"
      },
      {
        "id": 83633,
        "title": "Proxis - the first dedicated platform for LLM distillation and serving",
        "tagline": "Model serving optimizations to reduce compute costs.",
        "body": "**Tl;dr:** [Proxis](https://www.proxis.ai/) is the first dedicated platform for LLM distillation and serving, unlocking production ready models at 1/10th of the cost.\n\n### The Problem\n\n* Fine-tuning frontier models like GPT-4 on proprietary data is expensive, and locks customers into one external closed source model provider. \n* These large models are 100x the price per-token of smaller Llama 3.1 models, and run nearly 10x slower. This makes them impractical to deploy at scale.\n* Closed source model lock-in means customers can’t tweak or tune their own model, or deploy on-prem for sensitive data solutions. \n\n### The Solution\n\nModel Distillation:\n\n* In model distillation, a large **teacher model** effectively fine tunes a smaller **student model** without the need for _labeled_ or _structured_ datasets. This ‘condenses’ large models down to the compute cost of small models.\n* Distillation results in near-frontier model quality, with efficient performance. This means we can achieve 5x the speed at 1/10th the cost.\n* With the release of Llama 405b in late July, open source frontier distillation became available to the public for the first time. \n\n### Growth & Market\n\n* Llama model downloads have grown 10x in the last year and are approaching 350 million downloads to date. There were 20 million downloads in the last month alone, making Llama the leading open source model family.\n* Llama usage by token volume across major cloud service providers has more than doubled in just three months from May through July 2024 when Llama 3.1 was released.\n* Monthly usage (token volume) of Llama grew 10x from January to July 2024 for some of the largest cloud service providers.\n\n![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXdQSaqElsFW5E2grv46IezSDDiWOQKb8xcXqzf9FzWYnY8s0DywELRQaJpXNRWRxIqFsJwL_Nt_eJawi2BaNk-QasNFOv0tm8efkn3DwhfxHqH-8jizsSQMZnZiGW3yfBZNHdWz9lVME9vuxqcbBp_kETp4?key=EmGuREnt2lr1tUSBSUm-SQ)\n\nSource: [Meta](https://ai.meta.com/blog/llama-usage-doubled-may-through-july-2024/)\n\n### The Team\n\n[Jackson](https://www.linkedin.com/in/jacksonstokes/) (CTO, on the left) **optimized the Gemini model at Google** for efficient deployment at massive scale. [Liam](https://www.linkedin.com/in/liam-collins-/) (CEO, on the right) built zero-to-one systems as a software engineer.\n\n![uploaded image](/media/?type=post&id=83633&key=user_uploads/1592615/ea47fdba-f119-4680-8d1e-e394d6e85273)\n\n### The Ask\n\nGive it a go! Sign up to our waitlist [here](http://www.proxis.ai/) to access Proxis-hosted Llama models at a cheaper cost than current offerings.",
        "url": "https://www.ycombinator.com/launches/Lkv-proxis-the-first-dedicated-platform-for-llm-distillation-and-serving",
        "votes": 43,
        "created_at": "2024-08-31T15:11:45.184Z"
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    "id": 29670,
    "name": "Zuni",
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    "all_locations": "London, England, United Kingdom; Remote",
    "long_description": "Zuni builds AI agents that take on high-value professional work end-to-end - the email, admin, and internal tooling that eats a knowledge worker's week.",
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        "full_name": "George Seabridge",
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    "all_locations": "San Francisco, CA, USA",
    "long_description": "CodeViz creates interactive codebase maps to help engineers quickly understand and navigate code. \r\n \r\nAdopted by engineers at Amazon, Microsoft, and Roblox, CodeViz was founded by two ex-Tesla engineers to tackle the 75% of development time lost to reading code. Download today at https://codeviz.ai",
    "one_liner": "One living model of your software architecture",
    "team_size": 2,
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    "subindustry": "B2B -> Productivity",
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    "linkedin_url": "https://linkedin.com/in/codeviz",
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      {
        "id": 83115,
        "title": "📍🗺️ CodeViz - Visual map & GPS for your codebase",
        "tagline": "We build codebase maps for developers",
        "body": "**TL;DR:** CodeViz builds a visual map of your codebase that makes it easy to understand and navigate. Software engineers spend 70% their day reading existing code to gather context - we’re fixing that. \n\n**Our Ask:** Try our [VS Code Extension](https://marketplace.visualstudio.com/items?itemName=CodeViz.codeviz#review-details), [tell us](https://calendly.com/liam-codeviz/15min) what you think, or [set up](https://calendly.com/liam-codeviz/15min) CodeViz for your team!\n\n![uploaded image](/media/?type=post&id=83115&key=user_uploads/885544/6ee8d3c7-0363-426c-ac46-c0a861aa4f7e)\n\n---\n\n---\n\n---\n\n—\n\nHi everyone, we’re [Liam](https://www.linkedin.com/in/liam-prevelige/) and [Will](https://www.linkedin.com/in/williamlmccall/), and we’re building CodeViz, the dev tool we wish we had at Tesla. From potato cannons to arbitrage bots, we’ve been hacking projects together since we met at Dartmouth 5 years ago.\n\n### ❗The Problem:\n\nLike most developers, Will and I were frustrated that 70% of our time was spent reading existing code to gather context, instead of actually writing code.\n\n### 🛠️ Our Solution:\n\nOur VS Code extension creates an interactive map of codebases - from high-level system architecture to function calls. Our goal is to give all developers the deep contextual knowledge that’s core to 10x engineers.\n\nEngineers from Amazon, Roblox, and Microsoft are already using CodeViz to quickly understand and navigate code.\n\n![uploaded image](/media/?type=post&id=83115&key=user_uploads/885544/c3dbf88d-250b-4976-a701-375f4883d2cc)\n\nNavigate through the actual flow of your code, rather than file structure.\n\n### Our Ask: Try Codeviz!\n\n* Install [CodeViz](https://marketplace.visualstudio.com/items?itemName=CodeViz.codeviz#review-details) from the VS Code Marketplace and give it a spin in your projects.\n* Schedule a [chat](https://calendly.com/liam-codeviz/15min) to learn about our business and enterprise packages.\n\nIf you hear your friends or co-founders complaining about navigating, organizing, or understanding code, please send them our way!\n\nReach out anytime:\n\n[liam@codeviz.ai](mailto:liam@codeviz.ai) | [will@codeviz.ai](mailto:will@codeviz.ai)\n\n![uploaded image](/media/?type=post&id=83115&key=user_uploads/885544/427fd052-e909-40cc-ba4a-e103353612ac)\n\nWill and I at Dartmouth’s graduation last year",
        "url": "https://www.ycombinator.com/launches/LcZ-codeviz-visual-map-gps-for-your-codebase",
        "votes": 91,
        "created_at": "2024-08-16T14:25:38.466Z"
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    "id": 29688,
    "name": "camfer",
    "slug": "camfer",
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      "Camfer"
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    "website": "https://www.camfer.dev/",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "camfer is the AI CAD tool. Now, engineers can create parametric designs with natural language.",
    "one_liner": "Building the world’s first AI mechanical engineer.",
    "team_size": 4,
    "industry": "B2B",
    "subindustry": "B2B -> Engineering, Product and Design",
    "launched_at": 1726008426,
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      "Productivity",
      "Manufacturing",
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        "full_name": "Arya Bastani",
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        "full_name": "Keaton Elvins",
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        "founder_bio": "EECS honors grad @ UC Berkeley, helped launch Amazon Q to millions of users",
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        "full_name": "Roth Vann",
        "title": "Founder",
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    "slug": "kenley",
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        "full_name": "Bolu Ben-Adeola",
        "title": "Founder/CEO",
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        "full_name": "Noah Öhrner",
        "title": "Founder",
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      {
        "id": 90290,
        "title": "Kenley – AI for Consulting Excellence",
        "tagline": "Enterprise AI for Consulting Firms",
        "body": "### **TL;DR**\n\nKenley is the AI platform built for consulting firms. We help firms power critical workflows—from drafting proposal decks to scaling due diligence research—so consultants can focus on excellence.\n\n[Demo Here](https://youtu.be/cCi7Uqu5WjU?feature=shared)\n\n### **Problem**\n\nConsulting firms sit on a wealth of insight, but it’s buried in decks, transcripts, and distributed tools. Most AI platforms ignore the unique workflows of services firms. The result? Hours wasted searching for precedent, rewriting the same slides, and missing what your firm already knows.\n\n### **Solution**\n\nKenley WorkStreams connects your firm’s expertise directly to the work your teams deliver.\n\n**Leverage your firm’s expertise**\n\nKenley connects siloed information across decks, meeting notes, and other operational systems into one unified search experience. Consultants can instantly surface precedent from past work, find relevant subject-matter experts, or reference similar deliverables. No more hunting through SharePoint or pinging colleagues for context. It’s the fastest way to apply what your firm already knows to the work in front of you.\n\n![uploaded image](/media/?type=post&id=90290&key=user_uploads/306562/7c6e4045-3142-4467-bd0a-afab99425e7b)\n\n**Uncover conversational insights**\n\nEvery consulting project generates valuable insight through expert interviews, internal meetings, and client working sessions, but most of it goes unstructured and unused. Kenley captures and synthesizes these conversations to surface themes, recommendations, and supporting evidence. Results are traceable to source, so nothing is lost in translation. Teams can move from raw transcripts to cited insight in minutes, not hours.\n\n![uploaded image](/media/?type=post&id=90290&key=user_uploads/306562/d24e4fc6-ad08-48de-a731-4433ad8c8a1c)\n\n**Generate high-quality decks**\n\nKenley helps consultants draft slides, summaries, and deliverables that reflect the firm’s voice and standards. Whether building a market landscape, summarizing client input, or structuring a SoW, WorkStreams saves time without sacrificing quality. It works with your templates and draws on your internal precedent to produce outputs that are 80% ready out of the box. Consultants spend less time formatting and more time thinking.\n\n![uploaded image](/media/?type=post&id=90290&key=user_uploads/306562/03d82e32-5c38-4301-8336-c82411ded7fa)\n\n**Enterprise-Grade Data Security and Access Controls**\n\nThe Kenley platform is built with enterprise-grade data security at its foundation; robust access controls, role-based permissions, and strict data isolation. Kenley never uses your data for external training or 3rd-party storage. You stay in control of your information, with the assurance that every output respects firm policies and client confidentiality.\n\n![uploaded image](/media/?type=post&id=90290&key=user_uploads/306562/f5683d3c-fe5d-4ebb-af91-01e298b36bb4)\n\n---\n\n---\n\n**Request a Demo**\\\n[Request a demo](https://kenley.ai) to learn how leading firms are using Kenley to drive consulting excellence with AI.",
        "url": "https://www.ycombinator.com/launches/NUI-kenley-ai-for-consulting-excellence",
        "votes": 11,
        "created_at": "2025-05-12T14:44:01.830Z"
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    "long_description": "Odo is your email assistant because you deserve a better morning. Odo can help you organize, draft emails, and follow-up effortlessly after meetings.",
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    "team_size": 2,
    "industry": "B2B",
    "subindustry": "B2B",
    "launched_at": 1717022864,
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    "url": "https://www.ycombinator.com/companies/odo",
    "api": "https://devasheeshg.github.io/yc-api/batches/summer-2024/odo.json",
    "year_founded": 2023,
    "city": "San Francisco",
    "country": "US",
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        "full_name": "Yooni Ahn",
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        "full_name": "Andrew Wagner",
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        "founder_bio": "Andrew is the CTO and co-founder @ Odo. He was a staff engineer at Robinhood and spent many years freelancing where he developed outsized skill in taking projects from 0 to 1. It's there that he built a deep empathy for businesses struggling to balance billable work with finding new contracts.",
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        "id": 99737,
        "title": "Odo: Stop checking your own email",
        "tagline": "Odo monitors your inbox, flags only the important emails, and drafts replies for you",
        "body": "**TLDR**\n\nOdo monitors your inbox, flags only the important emails, and drafts replies for you. Get early access at [useodo.com](http://useodo.com).\n\n<https://youtu.be/GoNZ7ZjTf2I>\n\\\n**Problem**\n\nHave you woken up in the middle of the night because you forgot to handle an important email?\n\nYou’re reading hundreds of emails a day just to figure out which five actually need a response. Then you’re manually writing replies you’ve written a dozen times before. Meanwhile, the one email that actually mattered got buried under Linkedin notifications “We’ve got a great role for you!”\n\n**Solution**\n\nOdo is an email assistant that flags what’s important and drafts replies in your own voice. You’ll never miss an important message again!\n\n**Brief:** Odo scans your inbox overnight and gives you a daily brief: what needs your attention and replies for you to review. Odo drafts in your own voice instead of sounding like AI.\n\n**Chat:** Need to follow-up with 40 prospects from a conference? Draft an investor update and bcc all 30 investors? Just ask Odo.\n\n**Inbox:** Your email is pre-sorted into conversations, notifications, news, and cold outreach so important emails rise to the top.\n\n**About us**\n\nWe met at Robinhood where Yooni spent 5 years across product and biz ops and Andrew was a staff engineer. Yooni ran sales for multiple startup ideas and kept losing sleep over emails falling through the cracks. Andrew ran his own email server for 10 years and has been itching to fix email.",
        "url": "https://www.ycombinator.com/launches/Pwf-odo-stop-checking-your-own-email",
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        "created_at": "2026-04-14T16:51:05.107Z"
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      {
        "id": 81408,
        "title": "💪 Odo: Win more government contracts",
        "tagline": "We save 80% of time drafting proposals so you can win more government contracts at a fraction of the cost.",
        "body": "**TLDR: Odo helps businesses find relevant government contracts, draft proposals, and analyze wins and losses through public records sourcing.**\n\n**🙏 Ask:** If you are a company selling to state or local government, we can help expedite your sales cycle. Book a demo [here,](https://www.odo.do/book-demo/) and we’ll draft **one proposal for free.**\n\nIf you know anyone who sells professional services or software to the government, we would appreciate an intro! Please reach out to us at [founders@odo.do](mailto:founders@odo.do). \n\n❗ **Problem**\n\nState and local governments buy $1.5TN worth of products and services from businesses every year, ranging from consulting and constructions, to yes, cream cheese and bagels. However, the process of winning government contracts today is extremely manual and opaque. Businesses can’t easily find relevant contracts, spend 40-80 hours drafting proposals, and don’t get feedback on why they won or lost a contract.\n\n![](https://media4.giphy.com/media/d9CX7F5Um8vzZIZOp4/giphy.gif?cid=6367ce563r70btn8vz9w1qmlmfzt1zke0dxxs2d5atm5vq8m&ep=v1_gifs_search&rid=giphy.gif&ct=g)\n\n**🎉 Solution**\n\nOdo is the first AI-powered platform to help businesses win state and local government contracts. Odo can find relevant contracts, draft proposals, and analyze wins and losses through public records sourcing. Our customers have saved up to **80% of their time** spent drafting proposals and **doubled their government sales pipeline.**\n\n![uploaded image](/media/?type=post&id=81408&key=user_uploads/1293727/84ab8966-6296-4433-a1b2-79ab5d27955e)\n\n**🙏 Ask**\n\nIf you are a company selling to state or local government, we can help expedite your sales cycle. Book a demo [here,](https://www.odo.do/book-demo/) and we’ll write **one proposal for free**.\\\n\\\nIf you know anyone who sells professional services or software to the government, we would appreciate an intro! Please reach out to us at [founders@odo.do](mailto:founders@odo.do).",
        "url": "https://www.ycombinator.com/launches/LB2-odo-win-more-government-contracts",
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        "created_at": "2024-06-10T16:39:36.721Z"
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    "website": "https://haystack.sh/",
    "all_locations": "New York City, NY, USA",
    "long_description": "Haystack automatically learns real customer journeys from production traffic, figures out which ones a code change could affect, and replays them in isolated copies of production to catch regressions before they ship.\r\n\r\nWhen something breaks, Haystack shows exactly what changed across the UI, network calls, and events, then gives the failure back to your coding agent to fix and rerun. Teams get high-fidelity QA without having to write or maintain test cases.",
    "one_liner": "Replay real customer journeys against every change before you ship",
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        "full_name": "Akshay Subramaniam",
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        "founder_bio": "Co-founder of Haystack Software. Enjoys building emulators, video games, and productivity software. \n\nPreviously was a software engineer at Figma, where I led the multi-edit launch and helped launch Find and Replace, accessibility in FigJam, and more!",
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        "full_name": "Jake Yatvitskiy",
        "title": "Founder/CTO",
        "founder_bio": "Cofounder of Haystack Software. Experienced with AI and Cloud technologies. Previously worked in the High-Performance Computing division at AWS and received a Master's Degree in Machine Learning from Columbia University",
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        "title": "Haystack Editor: An AI-powered code editor built on top of a digital canvas",
        "tagline": "Haystack automates the tedious parts of software development so that engineers can focus on the important stuff!",
        "body": "**TL;DR:** Navigating and refactoring in codebases sucks! No engineer likes going through mountains of files to find the right spots where they want to make changes and then do the complicated plumbing to make those changes work.\n\n[Haystack](https://haystackeditor.com/) is a standalone code editor that makes this much faster so engineers can focus on actually writing code. In Haystack, users can explore and edit their code on a 2D canvas with a navigational copilot assisting them every step of the way.\n\n![uploaded image](/media/?type=post&id=83226&key=user_uploads/1538506/57802433-cc2e-4a5a-992e-ad67c23a570c)\n\n**Our Ask**: Engineers have really enjoyed the smooth experience of editing their codebase in Haystack. Join them at [https://haystackeditor.com](https://haystackeditor.com/)! It takes just a single click to import your VS Code extensions and settings, so you can get to coding straight away.\n\nHi everyone! We’re [Akshay Subramaniam](https://www.linkedin.com/in/akshay-s-152126139/) and [Jake Yatvitskiy](https://www.linkedin.com/in/jake-yatvitskiy/), and we’re building Haystack.\n\n![uploaded image](/media/?type=post&id=83226&key=user_uploads/1538506/1c4592f6-265d-44af-b2d6-80b8f1664504)\n\n**The Problem:**\\\nHaystack was born out of our frustrations with working in large and mature codebases, specifically with navigating and editing functional flows. A great example of a functional flow is the code flow for adding an item to the Amazon shopping cart — from the database layer all the way to the frontend UI.\n\nOftentimes dealing with such flows would involve navigating a maze of files and functions, and making any edits would involve a lengthy process of doing corresponding downstream/upstream plumbing.\\\n\\\n**The Solution:**\n\nHaystack attempts to address this in the following ways:\n\n1. It allows you to explore your codebase as a directed graph of functions, classes, etc, on the canvas. We feel like this better fits how your mind understands your codebase and helps you find and alter functional flows more intuitively.\n2. It has a navigational copilot that makes edits across files or functions much easier. After you make some changes, Haystack will try to predict your next action and create functions/methods or refactor upstream/downstream code for you. Haystack will surface these speculative edits on the canvas in a way that you can easily dismiss or incorporate them, allowing you to make large-scale changes with a few clicks or keystrokes.\n\n[See Haystack in action!](https://www.youtube.com/watch?v=c2uZnR5D_cc)\\\n\\\n\\\n**Our Ask, Again:**\\\nDownload and use Haystack at <https://haystackeditor.com/>!",
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        "votes": 22,
        "created_at": "2024-08-20T16:49:36.240Z"
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    "name": "Dayflow",
    "slug": "dayflow",
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    "all_locations": "San Francisco, CA, USA",
    "long_description": "Dayflow is building open-source productivity tools that help founders and engineers make the most of their time.",
    "one_liner": "Generate a detailed log of everything you've worked on, automatically.",
    "team_size": 2,
    "industry": "Consumer",
    "subindustry": "Consumer",
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    "stage": "Early",
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    "url": "https://www.ycombinator.com/companies/dayflow",
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        "full_name": "Jerry Liu",
        "title": "Founder/CEO",
        "founder_bio": "CEO/Cofounder @ Dayflow. Worked on payments at Flexport and ads at Google. Was CTO of The Coding School, a nonprofit that raised 6m+ from Google/IBM/Department of Defense. CS @ Duke.",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/jerryzliu",
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    "id": 29856,
    "name": "et al.",
    "slug": "et-al",
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    "website": "https://www.et-al.io",
    "all_locations": "London, England, United Kingdom",
    "long_description": "et al. is a mobile app that aggregates your newsletters, research papers, articles, and more, in one place. Think of it as an LLM-powered feed delivering you useful content in short insights.\r\n\r\nFor example, if you’re building an AI voice agent, you’ll see the latest in speech-to-text models without having to actively search, go through a pile of research papers, or prompt an LLM.\r\n\r\nWe extract key takeaways from long-form content - allowing you to read as little or as much as you like from the original piece of information. With et al., you get to stay on top of breakthroughs in your field, build knowledge, and discover new interests effortlessly.",
    "one_liner": "Feed of insights extracted from your go-to sources using LLMs.",
    "team_size": 2,
    "industry": "Consumer",
    "subindustry": "Consumer",
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        "full_name": "Marie van der Klink",
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        "founder_bio": "Design engineer graduate from Imperial College London with experience in software and UI/UX design.",
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        "full_name": "Carine Fattal",
        "title": "Founder/CTO",
        "founder_bio": "Masters in design engineering from Imperial College London. Experience in mobile app development and interaction design.",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/carine-fattal/",
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      {
        "id": 83843,
        "title": "et al. - Knowledge back on a scroll",
        "tagline": "Your daily feed of insights extracted from your go-to sources using LLMs.",
        "body": "**TL;DR** - et al. is a mobile app that brings together your newsletters, research papers, podcasts, and more in one place. Imagine a Twitter feed powered by LLMs delivering useful content in short-sentence insights.\n\n**Test our beta** [**here**](https://www.et-al.io/signup) - we need your feedback!\n\n<https://youtu.be/Xeo4__9gtMY>\n\n## 🚫 **Unopened newsletters, lengthy reads, hidden links…**\n\nThere’s a ton of valuable content out there, but key insights are often buried in long formats or hidden behind multiple clicks. With faster consumption habits, finding specific information for work or topics you care about often ends up with you prompting an LLM or typing into a search bar.\n\nYou can subscribe to newsletters, but they tend to be lengthy and rarely specific enough for the applications or areas that matter to you. More than half of them remain unopened, and less than 1% actually lead to a click-through.\n\nThen, there are podcasts, web articles, and blog posts scattered across the web and your different devices. Not to mention research papers, which hold highly valuable insights but are hard to find through a simple browser search and often end up unnoticed.\n\n## 📜 **Knowledge back on a scroll**\n\net al. turns scrolling into a smarter habit. You tell us your interests and what sources you follow and we curate a personalized feed of short insights you can scroll through daily.\n\nWe use LLMs to extract content from your newsletters, research papers, podcasts, and more by navigating through all the relevant links to identify the original piece of information. We then generate insights directly from that source and allow you to read as little or as much as you want from the original content.\n\nWith et al., you get to build your knowledge, discover new interests, and stay on top of the breakthroughs that matter to you - all in one place.\n\n## 👥 **About Us**\n\nHey everyone — we’re [Carine](https://www.linkedin.com/in/carine-fattal/) and [Marie](https://www.linkedin.com/in/marie-van-der-klink/)! We’re design engineers who met five years ago during our Masters at Imperial College London. We previously worked together on a research app for students and researchers - through which we realized there’s a ton of valuable content locked away in long formats or hidden in unread emails. Now, we’re using LLMs to turn all this content into a personalized feed for smarter scrolling.\n\n## 💬 **Our Ask**\n\n**Test our beta** [**here**](https://www.et-al.io/signup) and give us feedback so we can turn et al. into your go-to app for knowledge.\n\n**Share the** [**link**](https://www.et-al.io/signup) with others if you like et al. or know someone who’d use it!\n\n**Drop us a message at** [**founders@et-al.io**](mailto:founders@et-al.io) - we’d love to hear your thoughts.\n\n![uploaded image](/media/?type=post&id=83843&key=user_uploads/1953355/ad1bbf2b-07ed-48c8-8e19-e5a5faad34b1)\n\n",
        "url": "https://www.ycombinator.com/launches/LoJ-et-al-knowledge-back-on-a-scroll",
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    "id": 29951,
    "name": "Rowboat Labs",
    "slug": "rowboat-labs",
    "former_names": [
      "RowBoat Labs"
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    "website": "https://www.rowboatlabs.com",
    "all_locations": "Bengaluru, KA, India; Remote",
    "long_description": "Rowboat is an AI coworker for everyday work - email, meetings, projects, and people. It builds a local knowledge graph from your work and uses it to draft emails, prep meetings, track projects, and get work done on your own computer. It comes with batteries included - meeting note capture, in-app browsing, search, and app integrations - plus MCP support for custom tools.",
    "one_liner": "Open-source AI coworker with memory ",
    "team_size": 3,
    "industry": "Consumer",
    "subindustry": "Consumer",
    "launched_at": 1723615480,
    "tags": [
      "Productivity",
      "Open Source",
      "AI Assistant"
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    "batch": "Summer 2024",
    "status": "Active",
    "industries": [
      "Consumer"
    ],
    "regions": [
      "India",
      "South Asia",
      "Remote",
      "Fully Remote"
    ],
    "stage": "Early",
    "app_video_public": false,
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    "app_answers": null,
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    "url": "https://www.ycombinator.com/companies/rowboat-labs",
    "api": "https://devasheeshg.github.io/yc-api/batches/summer-2024/rowboat-labs.json",
    "year_founded": 2024,
    "city": "Bengaluru",
    "country": "IN",
    "linkedin_url": "https://www.linkedin.com/company/rowboat-labs/",
    "x_url": "https://x.com/rowboatlabshq",
    "fb_url": null,
    "cb_url": null,
    "github_url": "https://github.com/rowboatlabs/rowboat",
    "logo_url": "https://bookface-images.s3.amazonaws.com/small_logos/8c4e76ac514dde1b24f29f53724cc0f032c90a91.png",
    "app_video_url": null,
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    "primary_partner": {
      "name": "Tyler Bosmeny",
      "url": "https://www.ycombinator.com/people/tyler-bosmeny"
    },
    "founders": [
      {
        "user_id": 189004,
        "full_name": "Arjun Maheswaran",
        "title": "Founder/CEO",
        "founder_bio": "Building Rowboat. Previously co-founded Agara AI (acquired by Coinbase). Ex-Twitter. ",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/arjunmaheswaran",
        "x_url": "https://twitter.com/segmenta",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/38d4e161e8555a535628f2d0009b45fa977801bc.jpg"
      },
      {
        "user_id": 2094073,
        "full_name": "Ramnique Singh",
        "title": "Founder",
        "founder_bio": "Co-founder at RowBoat Labs. Helping companies supercharge CX using LLMs.",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/ramnique",
        "x_url": "",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/2d40ef90b40e63de1f4b45cea972300dc268904b.jpg"
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    ],
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    "launches": [
      {
        "id": 106800,
        "title": "Rowboat – Your AI coworker, with memory",
        "tagline": "Open-source, local-first alternative to Claude Desktop: an AI coworker with a memory of your work as plain Markdown, and work surfaces you can build yourself.",
        "body": "**TL;DR**\n\nRowboat is an open-source AI coworker with two parts. (1) Memory: it turns your email, meetings, and notes into a living knowledge graph, saved as plain Markdown files on your disk. (2) Work surfaces: a built-in email client, meeting notetaker, notes, and browser, plus apps you can build or install from the community. The assistant helps inside the work itself, not just in chat.\n\n16,600+ GitHub stars - Front page of Hacker News twice in 2026.\n\n<https://github.com/rowboatlabs/rowboat> ·[ https://www.rowboatlabs.com](https://www.rowboatlabs.com)\n\n<https://www.youtube.com/watch?v=et5yQABJ3xI>\n\nHey, we're Arjun and Ramnique.\n\nAt our previous startup, we built a deep-learning product for enterprise support reps at Fortune 100 brands like P&amp;G. The models took live notes, suggested replies, and recommended actions while reps were on calls or handling emails. Coinbase acquired us in 2021. One lesson stuck: it's not enough for the AI to be right. The help has to show up where the work is happening.\n\nSo we built Rowboat around what we call \"work surfaces\": dedicated areas for email, meetings, notes, browser, and parallel coding, where the assistant helps inside the workflow itself rather than only through chat.\n\n* **Email client:** Rowboat has a simple email client that sorts incoming emails into important vs. everything else, and pre-creates drafts for important emails. As you edit and send emails, it takes notes on your style, so future drafts get closer to your voice.\n* **Meeting notes:** We built a Granola-style local meeting notetaker. Notes are stored as plain Markdown files on your machine. After a meeting, Rowboat feeds the notes back into the knowledge graph and updates the relevant people, project, and topic notes.\n* **Browser:** We added a built-in browser, isolated from your main one, where you can log in only to the accounts you want the assistant to help with. The assistant uses browser-use skills to navigate websites.\n* **Parallel coding:** The code-mode inside Rowboat lets you spin up multiple instances of Claude Code or Codex and either work with them directly or let Rowboat use your work context to orchestrate them. We built an ACP (Agent Client Protocol) client in Rowboat for this.\n* **Notes:** Rowboat has an Obsidian-style local note-taking system. It comes with graph view, bases view, and voice notes. You can also sync Google Docs files and edit them inside Rowboat.\n\nAn example email work surface - triage plus pre-drafted replies in your voice:\n\n![uploaded image](/media/?type=post&id=106800&key=user_uploads/189004/b957ae9a-2186-42a4-a0cd-3e56554221c7)\n\nYou can also build your own work surfaces inside Rowboat (web apps). Each app gets its own UI and a background agent, and can use all of Rowboat's tools, product integrations, and your work memory. For instance: an app to manage GitHub activity, project tracking, or ads campaign management. There are a few community apps at launch that you can search and install. Publishing your own is one click from inside Rowboat: connect your GitHub and it creates the repo and registers the app for you.\n\n![uploaded image](/media/?type=post&id=106800&key=user_uploads/189004/1c8fea41-3dbe-4a41-8202-9a1564531d71)\n\nAll of this is powered by the Brain: a knowledge graph of your work that Rowboat builds and maintains automatically, so every surface starts with full context. We did a Show HN on it a few months back: <https://news.ycombinator.com/item?id=46962641>.\n\n![uploaded image](/media/?type=post&id=106800&key=user_uploads/189004/ed015055-6816-4b6f-b9de-ab17364f7ddf)\n\nAs an example that ties some of these together: you can create an app inside Rowboat that collects feature requests from your email, meetings, and Slack and ranks them, then uses Claude Code to draft a first version of the top-ranked feature, pulling prior context about it from your knowledge graph.\n\nRowboat is local-first: data is stored as plain Markdown files you can read, edit, or delete anytime. It is Apache-2.0 and works with any LLM, including local models through Ollama or LM Studio. You can also use your ChatGPT subscription. It works on Mac, Windows and Linux.\n\n**Shipped in public**\n\nEvery major Rowboat release has launched on Hacker News:\n\n* **Rowboat CLI** (Nov 2025): front page, 131 points. A Claude Code-style CLI agent for everyday work, two months before Anthropic's Cowork.\n* **Rowboat Knowledge** (Feb 2026): front page, 205 points, #1 on GitHub Trending. A living knowledge graph as plain Markdown, two months before Karpathy's viral LLM-wiki post.\n* **Rowboat Work Surfaces** (Jul 2026): front page, 219 points.\n\n![uploaded image](/media/?type=post&id=106800&key=user_uploads/189004/8a836991-df20-47b8-a5a0-eb4a07f3fb1e)\n\n![uploaded image](/media/?type=post&id=106800&key=user_uploads/189004/cfd23cbb-905a-499f-9f67-60ae77b0f219)\n\n**How you can help**\n\n* Try it:[ https://www.rowboatlabs.com](https://www.rowboatlabs.com) (Mac, Windows, and Linux)\n* Star the repo:[ https://github.com/rowboatlabs/rowboat](https://github.com/rowboatlabs/rowboat)\n* Send it to one friend who lives in email and meetings",
        "url": "https://www.ycombinator.com/launches/Rma-rowboat-your-ai-coworker-with-memory",
        "votes": 12,
        "created_at": "2026-07-21T16:59:26.062Z"
      },
      {
        "id": 83046,
        "title": "RowBoat Labs - LLM agents for human-like customer support",
        "tagline": "Faster resolutions and improved customer satisfaction with AI.",
        "body": "**Tl;dr:** [RowBoat](https://www.rowboatlabs.com/) is a pre-trained customer support LLM agent that seamlessly plugs into your systems, handles customer conversations, and performs tasks just like an expert human agent would.\n\n# **Problem**\n\nCustomer support is one of those rare opportunities for a brand to connect directly with its users. The best brands know this and invest heavily in coaching their human agents to deliver a great support experience.\n\nBut when it comes to automated support, most solutions rely on LLMs that aren’t specially designed for customer support and can’t learn from experience. This often leaves users stuck with impersonal and long FAQ-style responses in small chat windows, often missing the help they actually need.\n\nInternal teams might see some early wins with a public LLM + RAG setup, but that progress usually hits a wall fast. Before long, engineers are spending more time debugging common LLM issues instead of focusing on what actually matters: delivering great customer support. As a result, customer satisfaction rates (measured by surveys) get nowhere close to that of human agents.\n\n# **Solution**\n\nRowBoat is built and fine-tuned specifically for customer support\n\n* **Pre-Trained:** RowBoat is trained on a vast corpus of support conversations and further refined through self-play. It's like hiring a highly experienced customer support agent right from day one.\n* **Brand-Aligned:** RowBoat automatically indexes your public and internal knowledge, fine-tuning itself to align with your brand.\n* **Continuous Improvement:** RowBoat learns from every user interaction. When connected to your user metrics, such as resolution rates, RowBoat critiques its own performance to optimize for them continuously.\n\n… for internal engineering teams to build exceptional customer experience\n\n* **Plug & Play:** A drop-in replacement for GPT-4+ class LLMs, RowBoat offers immediate improvements in resolution accuracy. Our SmartRAG system readily integrates with your existing Elasticsearch or embedding-based retrieval systems for improved grounding.\n* **Tool Use & Personalization:** Equipped with a library of predefined functions, RowBoat can interact with and perform tasks on internal and external APIs. This makes RowBoat’s conversations highly contextualized to the user. \n* **Self-hostable:** RowBoat can be hosted inside your company’s cloud, especially for privacy-sensitive use cases.\n\nSeamless conversations…\n\n![uploaded image](/media/?type=post&id=83046&key=user_uploads/189004/99fef1b6-674c-4deb-902b-15ecdc895efe)\n\n… with continuous coaching\n\n![uploaded image](/media/?type=post&id=83046&key=user_uploads/189004/cdb3fce5-1446-45c0-afaa-fa8b49135deb)\n\n# **Who we are**\n\nWe're a team of three engineers who have worked together for the last 7 years. [Arjun](https://linkedin.com/in/arjunmaheswaran) co-founded Agara, a customer support AI startup where [Ramnique](https://www.linkedin.com/in/ramnique) and [Akhilesh](https://www.linkedin.com/in/akhilesh-sudhakar/) were part of the founding team. In 2021, Agara was acquired by Coinbase, where we built their automated customer support. We have published research and hold patents on LLMs, Reinforcement Learning, embeddings, and customer support.\n\n# **Our Ask**\n\nIf your company has a customer support function, we’d love to connect with your CX or engineering team. Please reach out to us at [founders@rowboatlabs.com](mailto:founders@rowboatlabs.com). We’ll bring an LLM agent trained for your brand to our call 😊\n\n![uploaded image](/media/?type=post&id=83046&key=user_uploads/2094077/7073cc25-f959-458c-a8e2-bcac591dfd2f)\n\n",
        "url": "https://www.ycombinator.com/launches/LbS-rowboat-labs-llm-agents-for-human-like-customer-support",
        "votes": 27,
        "created_at": "2024-08-14T19:39:27.540Z"
      }
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    "id": 29969,
    "name": "OrgOrg",
    "slug": "orgorg",
    "former_names": [],
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    "website": "https://orgorg.com",
    "all_locations": "San Francisco, CA, USA; Remote",
    "long_description": "OrgOrg is a suite of apps that keeps teams productive and healthy regardless of the size of your organization. Founded by the creator of Zenter (YC 07, acquired by Google and became Google Slides), OrgOrg is designed to be a natural extension of Google Workspace Apps to help run organizations collaborate better leading to higher productivity.\r\n\r\nToday the suite includes apps like:\r\n  \r\n• Go links: Go links allows anyone in the org to easily name any link so team members can jump directly to the information that matters most: go/sales, go/production, go/anything-you-want.\r\n• Profiles with Personality: OrgOrg profiles are as insightful as they are delightful. They not only show you the expected org chart data, but also highlight accomplishments, how you like to work, and who you are as a person.\r\n• Goal tracking: Track, share, and collaborate on \"big rock\" goals on the cadence that makes sense for your team from daily to annually.\r\n• Branded New Tab: Keep the team focused the next major milestone, broadcast announcements, and keep important links top of mind every time a new browser tab is opened.\r\n• All Hands Q&A: Crowdsource questions, anonymously if desired, for large team meetings to make sure everyone's voice is heard, and the most top of mind questions are answered and recorded.\r\n• Smart Groups: Create rules based groups of people and use them to make sure the right people are in the right conversations and have the right access. For example, anyone with the title of \"Software Engineer\" should be in the #eng slack channel and eng@ google group.\r\n• On-call: Schedule smart rotations that take into account balancing the load and using signals from calendar schedules to make sure you don't waste time figuring out who can cover what in a fair way. Easily page the on-call from slack, API, or OrgOrg directly.\r\n• And more...\r\n\r\nAll the tools you need so you can spend more time focusing on your core business, and less time focusing on the complexity that comes from running an organization.",
    "one_liner": "Organizational productivity suite for companies",
    "team_size": 2,
    "industry": "B2B",
    "subindustry": "B2B -> Productivity",
    "launched_at": 1722926943,
    "tags": [
      "B2B",
      "Productivity",
      "Collaboration",
      "Operations"
    ],
    "tags_highlighted": [],
    "top_company": false,
    "isHiring": false,
    "nonprofit": false,
    "batch": "Summer 2024",
    "status": "Active",
    "industries": [
      "B2B",
      "Productivity"
    ],
    "regions": [
      "United States of America",
      "America / Canada",
      "Remote",
      "Fully Remote"
    ],
    "stage": "Early",
    "app_video_public": false,
    "demo_day_video_public": false,
    "app_answers": null,
    "question_answers": [
      {
        "question": "How did your company get started? (i.e., How did the founders meet? How did you come up with the idea? How did you decide to be a founder?)",
        "answer": "OrgOrg is the culmination of 25 years of being an operator. OrgOrg is the third company I’ve founded. My first, Zenter (YC S07), was acquired by Google and turned into Google Slide. I led much of the G Suite in the early days and grew the product to Google’s 4th billion dollar, and billion user product. As good as Google Workspace is as an employee productivity suite, it misses the mark as an organizational productivity suite. The tooling and applications needed to run organizations is largely missing from the suite. So, when I founded my second company in 2016, Humu, I found myself having to rebuild all the internal tools I’d come to rely on to run a productive organization. Things like great employee profiles, anonymous all hands Q&A software, go links, rules based groups of people, and about a dozen more tools and apps that are required run the organization were all absent from existing productivity suites. While there are point-wise solutions to solve some of these problems, it’s clear organizations need a suite of them that seamlessly operate together. In much the same way as the market for the employee productivity suite of docs, sheets and slides is larger than sum of the parts, so to is the market for an organizational productivity suite that brings the best tools together in a cohesive way."
      },
      {
        "question": "What is your long-term vision? If you truly succeed, what will be different about the world?",
        "answer": "OrgOrg is solving the problems that arise from organizational complexity, so we can all be more productive and have a bigger impact. I’ve always had a passion for making work better for people. I believe working is fundamental to the human experience. We have a natural propensity to come together and build things that are bigger than what we could do by ourselves. In it’s purest form, work gives us a sense of purpose and joy. However, as organizations add people and grow linearly, the complexity that comes from each addition team member grows exponentially. The added complexity of having to interact with more people causes inefficiencies in communication, reduced focus and velocity, and erodes the sense of purpose that is critical to building successful teams. These problems can be mitigated with the right tooling and technology. With the advent of AI, it’s clear we are on the brink of a change in the labor market as big as the industrial revolution. But, make no mistake, work isn’t going away — because humans will always find ways to work together. The companies that embrace the fundamental reasons why we work, and embrace the technology to help mitigate the challenges of working together, are going to be the ones that are successful. In 2007, with the advent of GSuite (Google Workspace), we fundamentally changed the way people work, and OrgOrg is going to do it again."
      }
    ],
    "url": "https://www.ycombinator.com/companies/orgorg",
    "api": "https://devasheeshg.github.io/yc-api/batches/summer-2024/orgorg.json",
    "year_founded": 2024,
    "city": "San Francisco",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/93273339",
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    "logo_url": "https://bookface-images.s3.amazonaws.com/small_logos/3fb29e15efef66c7b44bb861d2b14c2d4cc13ca4.png",
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    "primary_partner": {
      "name": "Jared Friedman",
      "url": "https://www.ycombinator.com/people/jared-friedman"
    },
    "founders": [
      {
        "user_id": 39282,
        "full_name": "Wayne Crosby",
        "title": "Founder/CEO",
        "founder_bio": "Wayne is the CEO and founder of OrgOrg, an Organizational Productivity Suite. His first startup, Zenter (W07), was acquired by Google and became Google Slides. Wayne spent 10 years at Google building GSuite, Sign-In with Google, Google+, Applied Machine Intelligence, and more. In 2016, Wayne founded Humu, a company focused on making work better by using software and behavioral change. Humu was acquired by Perceptyx in 2023. Wayne has also been a visiting partner at YC for S23 & W24 batches.",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/wcrosby/",
        "x_url": "https://twitter.com/wcrosby",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/a30dc9b080313e10ac0d3c8615e22d6fe7b9393a.jpg"
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    ],
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    "news": [],
    "launches": [
      {
        "id": 87985,
        "title": "OrgOrg Screen Recording",
        "tagline": "Stop using Loom, Screen recording is now part of the OrgOrg Suite",
        "body": "![uploaded image](/media/?type=post&id=87985&key=user_uploads/39282/c43abadc-1483-4304-9217-ea072bc5b8db)\n\nThere are too many point wise SaaS products to run your org! Every couple of months, we knock off another one and include it in the OrgOrg suite. Today I'm excited to announce our Loom competitor, the Screen Recorder! 🚀\\\n[See a demo of in action, using the product itself](https://orgorg.com/recorder/33/34mxOUCLCWgqNYRUFZfnGk).\n\nWhether you need to record demos, pitches, bugs, or customer journeys, the Screen Recording app makes capturing and sharing information easy and engaging - connect OrgOrg to Slack to react with all your Slack emojis, too.\n\nIf you use loom today, this is an easy drop-in replacement. Now available to everyone, it streamlines communication and boosts productivity without paying for another product.\\\n\\\nThe OrgOrg suite now includes go/ links, an all-hands AMA, on-call, branded company new tabs, great employee profiles, an org chart, goals tracking, screen recording, and more is on its way. Let’s make all those internal tools work together better for WAY less.\n\nYou can sign up for a free OrgOrg account today at [orgorg.com](http://orgorg.com).",
        "url": "https://www.ycombinator.com/launches/Mt7-orgorg-screen-recording",
        "votes": 5,
        "created_at": "2025-02-25T00:07:37.549Z"
      },
      {
        "id": 82924,
        "title": "OrgOrg - The Organizational Productivity Suite",
        "tagline": "Stop paying for all those pointwise internal tools",
        "body": "![uploaded image](/media/?type=post&id=82924&key=user_uploads/39282/98481f54-27d9-4673-8d6c-89454b13b5af)\n\n**TLDR;**\n\nWe’re building all the internal operational tools you need to run your company, no matter the size. My first startup (Zenter YC W07), sold to Google and became Google Slides. We changed the way more than a billion people work, and I’m doing it again with OrgOrg. Try it [here](https://orgorg.us).\n\n**The Problem - There are too many SaaS pointwise solutions! Seriously.**\n\nThe world over-rotated to point solutions in SaaS. It’s not unusual to have 20+ minor SaaS products to do various organizational chores. It’s easy to see why this happened because you need different tools at different sizes, but it’s also not what users want. It’s expensive, annoying to manage, and none of them work together to create a better user experience.\n\n**The Solution - OrgOrg!**\n\nOrgOrg draws on 25 years of experience leading high-performing teams from founding to big tech. We're building a suite with all the internal SaaS tools that you need for each stage of your company. You save money, time, and they all work together nicely.\n\nFor early stage companies, [Go links](https://orgorg.us/apps/shortlinks), “Big Rock” [Goal tracking](https://orgorg.us/goals), and branded [New browser tabs](https://orgorg.us/apps/new-tab) (with countdowns to your next milestone — like Demo Day) are great ways to stay focused and efficient. For larger teams, add in [Profiles with personality](https://orgorg.us/apps/peopleprofiles), [Smart Groups](https://orgorg.us/apps/rosters) (eg, add all engineers to the #eng channel & eng@ group), [All Hands Q&A](https://orgorg.us/apps/qa), and smart [On-Call management](https://orgorg.us/apps/on-call) to fight the problems that come with the complexity of larger teams. Our roadmap is full of high utility internal apps and tools that build on each to help you run your company better. No matter the size of your org, you can be confident that the right internal tools will be in place when you need them.\n\nJust as no one buys Google Slides alone, buying just an All-Hands Q&A product isn’t enough. OrgOrg’s suite offers significantly more value than the sum of the parts of existing pointwise solutions. At $5/person/month, it's easy to get started and join over 400 organizations already using OrgOrg today.\n\n**Asks**\n\nWant your team to move faster at every size? [Sign up for OrgOrg and give it a try](https://orgorg.us).\n\nHave an internal app you’ve used before that you wish you could have at your company? Let me know at [wayne@orgorg.us](mailto:wayne@orgorg.us).",
        "url": "https://www.ycombinator.com/launches/LZU-orgorg-the-organizational-productivity-suite",
        "votes": 57,
        "created_at": "2024-08-11T18:00:46.391Z"
      }
    ]
  },
  {
    "id": 30101,
    "name": "Kilvin",
    "slug": "kilvin",
    "former_names": [
      "Chorrie",
      "BrowserBook"
    ],
    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/b8aa78b8b96db85bb2ce800dc4eae6fc788564af.png",
    "website": "https://www.kilvin.ai",
    "all_locations": "New York City, NY, USA",
    "long_description": "Kilvin is an AI-native agency that builds custom software solutions for non-technical teams.\r\n\r\nWith AI, the future of software is democratized. Every team deserves tools built exactly for them, not off-the-shelf SaaS products they need to adapt to. Kilvin makes it a reality, delivering a private, secure workspace of custom applications, built around your workflows and ready in days, not months.\r\n\r\nNo engineers needed on your side. Just software that fits exactly how you work.",
    "one_liner": "Custom software for your business",
    "team_size": 3,
    "industry": "B2B",
    "subindustry": "B2B -> Engineering, Product and Design",
    "launched_at": 1731609344,
    "tags": [
      "Developer Tools",
      "Productivity",
      "Data Engineering",
      "Automation",
      "AI"
    ],
    "tags_highlighted": [],
    "top_company": false,
    "isHiring": true,
    "nonprofit": false,
    "batch": "Fall 2024",
    "status": "Active",
    "industries": [
      "B2B",
      "Engineering, Product and Design"
    ],
    "regions": [
      "United States of America",
      "America / Canada",
      "Remote",
      "Partly Remote"
    ],
    "stage": "Early",
    "app_video_public": false,
    "demo_day_video_public": false,
    "app_answers": null,
    "question_answers": null,
    "url": "https://www.ycombinator.com/companies/kilvin",
    "api": "https://devasheeshg.github.io/yc-api/batches/fall-2024/kilvin.json",
    "year_founded": 2024,
    "city": "New York City",
    "country": "US",
    "linkedin_url": "https://linkedin.com/company/kilvin-ai/",
    "x_url": "https://x.com/cschlaep",
    "fb_url": null,
    "cb_url": "https://www.crunchbase.com/organization/kilvin",
    "github_url": null,
    "logo_url": "https://bookface-images.s3.amazonaws.com/small_logos/b8aa78b8b96db85bb2ce800dc4eae6fc788564af.png",
    "app_video_url": null,
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    "company_photos": [
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    "primary_partner": null,
    "founders": [
      {
        "user_id": 739375,
        "full_name": "Christopher Schlaepfer",
        "title": "Founder/CEO",
        "founder_bio": "Co-Founder and CEO of Kilvin. https://www.kilvin.ai",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/cschlaep/",
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        "user_id": 1970548,
        "full_name": "Jorrie Brettin",
        "title": "Founder/CTO",
        "founder_bio": "Co-Founder and CTO of Kilvin. https://www.kilvin.ai\n",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/jorrie-brettin-349a6383/",
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      {
        "id": 96213,
        "title": "Senior Platform Engineer",
        "url": "https://www.ycombinator.com/companies/kilvin/jobs/s3b5Le2-senior-platform-engineer",
        "location": "New York, NY, US / Denver, CO, US / Philadelphia, PA, US / Remote (US)",
        "type": "Full-time",
        "role": "Engineering",
        "role_type": "Full stack",
        "salary_range": "$120K - $180K",
        "equity_range": "0.01% - 1.00%",
        "experience": "6+ years",
        "visa": "US citizen/visa only",
        "skills": [
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      {
        "id": 100106,
        "title": "Forward-Deployed Engineer",
        "url": "https://www.ycombinator.com/companies/kilvin/jobs/5WEK19z-forward-deployed-engineer",
        "location": "New York, NY, US / Philadelphia, PA, US / Denver, CO, US / Remote (US)",
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    "launches": [
      {
        "id": 96111,
        "title": "BrowserBook - The Browser Automation IDE",
        "tagline": "Write, run, and deploy reliable web automations in minutes, not hours",
        "body": "Hey YC!\n\nWe’re [Chris](https://www.linkedin.com/in/cschlaep/) and [Jorrie](https://www.linkedin.com/in/jorrie/), cofounders of [BrowserBook](https://www.browserbook.com).\n\nhttps://youtu.be/FkaGHhJWy1w\n\n# **TLDR**\n\nWe make it trivial for developers to write reliable web automations.\n\n# **Ok, but _what is it?_**\n\nBrowserBook is an IDE that puts all the tools automators need in one place, so the iteration loop to write, test, debug, and deploy web automations is significantly reduced.  It combines:\n\n* **A Jupyter-like coding environment** where developers can run code cells individually,\n* **An inline browser** to run automation code against\n* **A Playwright coding agent** that can write the automation for you\n* **A bunch of built-ins** for taking screenshots, extracting data, and authentication\n\nAnd, once you’re done writing your script, you can deploy it and trigger it via our public API.  It’s super easy!\n\n# **But browser agents are a thing, right?**\n\nYes, and we’re not using them.  We built BrowserBook because of the shortfalls we experienced with browser agents and the pain of actually writing reliable scripts.  At a very high level, in the AI world you can take two approaches to web automation - write scripts, or use browser agents.\n\n1. **Use browser agents:** ostensibly more flexible, but expensive, slow, and unreliable\n2. **Write scripts:** fast and debuggable, but infamously brittle\n\nWhich leads us to…\n\n# **The problem (and how we got here)**\n\n**Sometimes we need machines to interact with web pages, which are made for humans.**\n\nThis is basically the whole challenge.  There’s a lot of reasons we might want machines to poke around on the web:\n\n* Agents using a browser to interact with the web to perform actions like humans, especially when they can’t use APIs\n* Scrapers to gather data that’s useful for our business\n* UI tests that can interact with a website the way a human would to ensure everything’s working as intended\n* Workflow automation via RPA\n\nWe tried **browser agents** in our pre-pivot days to automate healthcare workflows. They mostly didn’t work; they were an order of magnitude more expensive than scripts, slow because of all the context they needed, and tended to drift when workflows got complex.  When they did drift, fixing them was just tedious prompt-massage and trial-and-error.\n\nWe ended up giving the agent a library of scripts to execute, and came to realize scripting was simply the better solution for reliable enterprise workflows; they’re deterministic and therefore inherently debuggable, not to mention their cost and speed advantage.  They with a host of issues though:\n\n* **Websites change often** causing scripts to break. We needed a way to quickly diagnose and iterate on our scripts.\n* **Setting up browser and filesystem infrastructure** is not easy but very necessary in the web automation world.\n* **It’s just annoying to write scripts** - if you’ve ever had to dig around for selectors, you know: it’s tedious and time consuming.\n\nSo we built BrowserBook to solve those issues.\n\n# **How does it work?**\n\n1. **Run code piecemeal** - if you’re fixing a breakage 2/3rds of the way through your script, you shouldn’t have to run the whole thing every time you test it.  We took inspiration from Jupyter notebooks and allow you to run code cells independently, while maintaining context and state:\n\n   ![uploaded image](/media/?type=post&id=96111&key=user_uploads/739375/f2203cd4-1533-402c-8b17-3147d3d21783)\n\n2. **No more digging for selectors** - tell the coding assistant what to do and it’ll implement the automation logic in Playwright:\n\n   ![uploaded image](/media/?type=post&id=96111&key=user_uploads/739375/418daacd-b744-4359-84d3-23891d386676)\n\n3. **Built-ins for the hard stuff** - want to take a screenshot?  Log in to a website with 2FA?  Extract data?  We’ve got built-ins for those, ready to go out-of-the-box.\n\n   ![uploaded image](/media/?type=post&id=96111&key=user_uploads/739375/2acfea26-9c65-4ba4-8983-8e351e75222a)\n\n4. **Accessible via API** - if you need to execute your automation via an agent you’re building, scheduled via a cron job, or as a part of your application, you can trigger automations remotely and watch the playback in-app or via our artifacts API endpoint.\n\n   ![uploaded image](/media/?type=post&id=96111&key=user_uploads/739375/957ce254-3702-407f-890d-ed8c184824e7)\n\n\n# **Our ask**\n\nTry it out!  If you:\n\n* Run browser automations\n* Are building agents that need to interact with the web\n* Need to write a one-off automation that will make your life easier\n\nBrowserBook is available for download for Mac users [on our website](https://browserbook.com/), and if you’d like you can [book a demo here](https://browserbook.com/demo).\n\nAdditionally, if you know individuals, startups, or teams at larger companies working on browser automations, we’d love to meet them!",
        "url": "https://www.ycombinator.com/launches/P0B-browserbook-the-browser-automation-ide",
        "votes": 74,
        "created_at": "2025-12-10T15:55:19.861Z"
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        "id": 85580,
        "title": "Chorrie: turn your SMEs into SWEs",
        "tagline": "Catch errors in your manual processes before they cost you big",
        "body": "# **TL;DR**\n\nWe supercharge your subject matter experts by giving them the tools they need to eliminate errors in heavily manual processes.\n\n**Our current mission:** empower healthcare practices to stop denials and under-billing on their claims before they happen.\n\n# **The Problem**\n\nHealthcare claims processing is an overly-complex, adversarial space. Insurance payers are constantly changing their policies, forcing billing teams to rely on:\n\n* frequent and extensive retraining\n* coding rules worksheets with hundreds of tabs\n* esoteric tribal knowledge\n\nWith so much room for human error, it’s no wonder 73% of healthcare staff surveyed reported that they’re facing increasing denials on outgoing claims.\n\n# **A turnkey solution for medical claims checks**\n\n[Here’s where Chorrie comes in.](https://youtu.be/orI95bsgaio)\n\nChorrie uses AI to empower medical practices to turn their esoteric knowledge into automated checks, saving time, money, and mental effort. We take simple, deterministic instructions, and translate them into a code-based decision tree, which can be continuously run to automate correctness checks for complex rules systems.\n\nTake the example in our video: we get a glimpse at how extensive these rules worksheets can become today, and see how quick & easy it is to automate a rule for claims from a particular location, containing a particular code, billed to a particular insurance payer with Chorrie.\n\n# **Backstops-as-a-service**\n\nOur approach of plaintext ➡️ decision tree ➡️ code generation is a scalable technique that can be used to provide backstop checks (and ultimately automate) high-leverage, deterministic manual processes that are prone to human error (think contract review for legal documents, trade confirmations, etc.).\n\nTo automate checks for these today, you’d need a team of engineers to write the logic into code, and keep them on staff to ensure that code can be updated when the rules change. **With Chorrie, you get:**\n\n* A no-code solution: turn your SMEs into SWEs\n* No hallucinations in your automated workflows\n* Intrinsically deterministic & fully explainable conclusions\n\nWhile the focus today is on reducing claims denials to 0% for our healthcare clients, we plan to explore use cases in other fields in the future.\n\n# **About us**\n\nWe are Chris (the **Ch**) and Jorrie (the **orrie**), old friends who met in undergrad at MIT. We met back up years later at Google, where we worked on applied AI for content moderation before we decided it was time to move onto something new.\n\n![uploaded image](/media/?type=post&id=85580&key=user_uploads/739375/ce57cfdc-3b8c-41dc-a8bb-d4bccc866ab0)\n\nAfter brainstorming on a number of projects, Jorrie’s wife, an ophthalmologist, gave us the idea of applying AI to the medical coding world and the rest is history!\n\n# **Our ask**\n\nDo you have any tedious or high-leverage manual processes where errors can cost your business money (Think heavy manual review processes, major transactions that need to be verified, etc.)? Or any contacts in the medical billing world? We’d love to chat.\n\n📧 [**founders@chorrie.com**](https://mailto:founders@chorrie.com)",
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        "votes": 80,
        "created_at": "2024-11-14T22:58:45.072Z"
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    "long_description": "Email sucks. It takes forever to go through, and hiring an assistant is costly and invasive. Freestyle is building the assistant that learns how to predict the action that you will take on your emails, and does it for you.\r\n\r\nToday's email products try to help you go through your emails a little faster, but if you have to get through 1000 emails, those products doesn't do much for you. \r\n\r\nThe reality is, most of the emails you get don't require you to personally look at them. Freestyle completely eliminates the need to check those emails, and handles them all at once for you, immediately. \r\n\r\nFreestyle is here to file away spam, sift through newsletters for important tidbits, text you important notifications, and reply to mundane emails, so that no matter how many thousands of emails are in your inbox, you'll just be left with the few emails that actually require your personal touch.\r\n\r\nGetting this right is difficult, so everyone else settles with trying to help you go through your email twice as fast. If you want to go 100x as fast, you shouldn't spend even a second on useless emails. \r\n\r\nFreestyle gets this right, bringing the elite experience of having a professional assistant to the entire world.",
    "one_liner": "The AI Assistant for Gmail",
    "team_size": 3,
    "industry": "Consumer",
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    "api": "https://devasheeshg.github.io/yc-api/batches/fall-2024/freestyle-ai.json",
    "year_founded": 2024,
    "city": "San Francisco",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/fridaymail/",
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      "url": "https://www.ycombinator.com/people/diana-hu"
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        "full_name": "Allen Naliath",
        "title": "Founder/CEO",
        "founder_bio": "We're building the perfect virtual assistant for your email. I get rejected daily, I write great emails, and I'm a beekeeper.",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/allennaliath/",
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      {
        "id": 85611,
        "title": "Friday - Never check your email again",
        "tagline": "Offload all of your emails to your AI virtual assistant.",
        "body": "Hey everyone! We're Allen and Advait from Friday and we are using AI to help you reduce your email inbox to only the most essential emails, teaching your assistant how to handle the rest.\\\n\\\n**TLDR:** Email sucks, and takes forever. Most of your emails don’t require you to personally handle them. So, like a human assistant, Friday will draft responses, perform outreach and follow up, text you when you get urgent emails, get rid of clutter, and more, so you can focus on the dozen or so actually important emails in your inbox.\n\nFriday is meant for anyone who would benefit from having an assistant manage their inbox. If you want to automate 99% of your emails, [try Friday](https://www.fridaymail.ai/) right now!\\\n<https://youtu.be/2Dq11hlJhqs>\n\n### **The Problem:**\n\nEmail sucks. You either spend hours dealing with all the emails in your inbox, or you ignore them.\n\nIt takes forever, and hiring a human assistant is costly and introduces privacy concerns.\n\n### **The Insight:**\n\nThe reality is that almost all of the emails you receive resemble emails that you have dealt with before.\n\nSo, you can just tell an AI what kind of emails you get, and tell it exactly how to handle those emails, and it can just do it for you.\n\nNow, you only have to deal with the important, fun, or unique emails, forever eliminating the chore of going through your inbox.\n\n### **The Solution:**\n\n# **Smart Inbox**\n\nYou can tell Friday the kinds of emails you get using natural language, and then define actions that Friday should take once those emails come in.\n\nFor example:\n\n* When you get an investor email, Friday gives personalized answers to their questions and sends them a meeting link.\n* If a customer has an urgent request, have Friday text you so you can respond to them immediately.\n* Follow up with clients that take forever to answer their email, until they respond (they should use Friday).\n* If you get customer support emails, Friday answers their questions based on its memories and forwards the interaction to your cofounder.\n* Summarize all the notifications from GitHub, Linear, Google, etc., and then archive those emails\n* Whenever you get a new customer, Friday can search the web and write a personalized email to all of them, answering any questions they may have, immediately\n* And so much more!\n\nJust take a look at your inbox, see the emails that aren’t extremely important, and let Friday handle those emails from now on, so your inbox is left with the 5 emails a day that you want to personally handle.\n\n# **Personal Assistant**\n\nFriday also lets you chat with your personal assistant. You can have it reply to emails, check your inbox, send out personalized outbound, and more!\n\nFor example, if you wanted a meeting with Garry, you could ask Friday to go through your previous email history with Garry, perform a web search to learn more about Garry, and using what it knows about you, write a personalized email to him.\n\nYou can give it a dozen names or emails, and it’ll do research and write personalized emails to all of them that can be approved and sent out with a single message.\n\nGetting this right is difficult, so everyone else settles with trying to help you go through your email twice as fast. If you want to go 100x as fast, you shouldn't spend even a second on useless emails.\n\n### **Our Ask:**\n\n**This product is meant for anyone who would benefit from having an assistant manage their inbox. If you want to automate 99% of your emails, **[**try Friday**](https://www.fridaymail.ai/)** right now!**\n\n**Happy Friday!**\n\n![uploaded image](/media/?type=post&id=85611&key=user_uploads/89898/62484de1-6fae-4ea8-afb2-6ac748297bf4)\n\n",
        "url": "https://www.ycombinator.com/launches/MGp-friday-never-check-your-email-again",
        "votes": 754,
        "created_at": "2024-11-15T21:51:47.107Z"
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    "id": 30255,
    "name": "Olive",
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    "website": "https://fromolive.com",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "",
    "one_liner": "Build internal tools with AI",
    "team_size": 2,
    "industry": "B2B",
    "subindustry": "B2B",
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      "Team Collaboration",
      "AI"
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    "batch": "Winter 2025",
    "status": "Active",
    "industries": [
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      "America / Canada"
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    "stage": "Growth",
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    "url": "https://www.ycombinator.com/companies/olive",
    "api": "https://devasheeshg.github.io/yc-api/batches/winter-2025/olive.json",
    "year_founded": 2024,
    "city": "San Francisco",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/fromolive",
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      "name": "Gustaf Alstromer",
      "url": "https://www.ycombinator.com/people/gustaf-alstromer"
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        "user_id": 595992,
        "full_name": "Bardia Safari",
        "title": "Founder/CEO",
        "founder_bio": "CEO of Olive. Previously built Fundsy—financial services (cards, payments, donations) platform for nonprofit fiscal sponsorship & operations. Former intern at Amazon (worked on internal HR tool) and JuiceMind (collaborative coding education product for schools). ex-Stanford.",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/bardiasafari",
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      {
        "user_id": 545673,
        "full_name": "Shrey Gupta",
        "title": "Founder/CTO",
        "founder_bio": "CTO of Olive. Previously built internal tools used to service over 400,000 cardholders/year at Capital One. Also was a SWE intern at Campsite (workplace communication startup acq'd by Notion) and NASA (satellite data infra org). Co-founded Fundsy in 2020, helping people start and fundraise for grassroots community projects. UC Davis CS dropout.",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/shreygups",
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    "launches": [
      {
        "id": 88136,
        "title": "Olive 🫒 Build internal tools with natural language",
        "tagline": "Olive connects to your database and 3rd-party services and builds your internal tools for you in minutes.",
        "body": "**Olive connects to your database and 3rd-party services and builds internal tools for you in minutes.** Just prompt it with what you need.\n\n[Introducing Olive:](https://youtu.be/UVM4ty9nUDI)\n\n# **Problem**\n\nInternal tools are incredibly valuable for companies and startups of every size—they give you valuable insights on what’s going on inside your product and speed up complex workflows. Unfortunately, building them is still a pain.\n\nCompanies either:\n\n1. Take time to build these from scratch\n2. Use existing providers and sometimes spend hours building a dashboard (it should take minutes).\n\nOften times, they **know** these tools are needed, but it feels wrong to move engineering time away from what matters most: the actual product. Thus, the solution is to either put it in the backlog, or dedicate time building and forever maintaining them.\n\n# **🫒 Our Solution**\n\nWith Olive, building these internal tools will take minutes.\n\nYou can connect your data sources during onboarding, and select which one Olive should read and generate around for each tool. **Olive will examine your database schema, write appropriate queries, and generate + deploy a full-stack internal tool.**\n\nWe’ve been hard at work to ensure the results are consistently high-quality, so that we can use this product ourselves. We’re excited to accept users off our waitlist in the coming weeks, as we support more database integrations and features.\n\n# **Our Ask**\n\nWe’d love to have you on our waitlist — [fromolive.com.](https://fromolive.com/)\n\nIf you’re curious about our product, want to explore use cases, or want to chat about anything internal tool related, feel free to email us at [**team@fromolive.com**](mailto:team@fromolive.com).\n\n# **Team**\n\nWe ([**Bardia**](https://www.linkedin.com/in/bardiasafari) and [**Shrey**](https://www.linkedin.com/in/shreyguptaoc/)) have known each other for almost 6 years (since high school) and realized how much we loved creating products that users love while building Fundsy—a fiscal sponsorship and financial services platform for community projects.\n\n**Bardia**\n\nBardia has previously done software engineering internships at Amazon (working on an internal HR tool) and JuiceMind (helping build a collaborative coding education product for schools). Ex-Stanford.\n\n**Shrey**\n\nShrey was previously a software engineering intern at Capital One where he built internal tools used to service over 400,000 cardholders/year. He was also a SWE intern at Campsite (workplace communication startup acq'd by Notion) and NASA (satellite data infra org). Ex-UC Davis CS.\n\n![uploaded image](/media/?type=post&id=88136&key=user_uploads/595992/59022972-b651-4241-b927-c467b5805ecb)\n\n",
        "url": "https://www.ycombinator.com/launches/MvY-olive-build-internal-tools-with-natural-language",
        "votes": 50,
        "created_at": "2025-02-28T00:51:31.181Z"
      }
    ]
  },
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    "id": 30351,
    "name": "Thirdlayer",
    "slug": "thirdlayer",
    "former_names": [
      "Dexterity",
      "Dex",
      "Dexterity AI",
      "Dexterity",
      "Dex",
      "ThirdLayer",
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        "title": "Dex – Your AI Coworker for the Browser",
        "tagline": "Turn your browser into a smart interface that works alongside you.",
        "body": "Hey! We’re Kevin and Regina from [Dexterity](https://getdexterity.com/). Today, we’re launching Dex—the fastest interface for co-working with AI, right inside your browser.\n\n**TLDR:** **AI that works _with you,_ not just for you**. 10x your workflows without breaking your flow. Try [**Dex**](https://youtu.be/H6hMAVkGp8M) (Beta) → [**getdexterity.com**](http://getdexterity.com)\n\n### **Why We’re Building This**\n\n**Four weeks before Demo Day, we pivoted to build for ourselves.**\n\nMost AI web agents today are “set-and-forget” chats—you hand them off and check back later. But what about workflows you actually _want_ to drive? Navigating platforms, moving data, making quick decisions—these moments demand instant, context-aware models that work with you, not just for you.\n\nImagine using Operator to order DoorDash—a frustratingly back-and-forth relay with no real-time visibility. That same friction exists for work tools like Jira, GSuite, and GitHub, where users need instant feedback and responsive action, not slow AI handoffs.\n\n**That’s why we’re taking a Cursor (vs. Devin) approach—for the browser.**\n\n### **The Problem**\n\nModern work is a juggling act of 15+ tabs, software bloat, and constant UI friction, just to complete a single task.\n\nThe real bottleneck isn’t just automation—it’s context switching. Traditional solutions force users to memorize shortcuts (appeals to devs, but leaves everyone else behind), while AI tools make you adapt to them instead of living right where you work.\n\n**Why not turn your browser itself into an intelligent personal workspace?**\n\n### **How It Works**\n\nWith simple voice and text, Dex enhances familiar interfaces, automates mundane actions, and understands your intent.\n\n* **Smart Navigation**🔸Find, execute, and move between apps.\n* **Suggest Context**🔸Cut down tab-switching and manual searching.\n* **Cross-App Automation**🔸Shortcut multi-step workflows, zero setup.\n* **Adaptive UI/UX**🔸Reshape, replicate, and browse by your rules.\n\nThink of it like Spotlight Search meets AI automation + personal expert for everyday apps.\n\n![uploaded image](/media/?type=post&id=87902&key=user_uploads/1003357/5841f4c8-281d-4bdd-a4b0-053d44c7b41d)\n\n### **Use Cases**\n\n* **GSuite** – Write emails, find docs, and move data anywhere.\n* **GitHub** – Search repos, manage issues, and navigate faster.\n* **Omni AI** – Talk to and reference live tabs or integrated apps.\n\n### **Coming Soon…**\n\n* **Meetings** 📅 → Create and join calendar and Zoom events instantly\n* **Sales** 💼 → Automate clicks across LinkedIn, Sheets, and Apollo.io\n* **Snippets** ✂️ → Dex captures notes, links, and frequent snippets\n* **Food** 🍔 → Speak to browse options and order DoorDash\n\n### **Our Ask**\n\nWe’re building Dex for power users, founders, students, and curious explorers—because that’s who we are.\n\n[**Join our waitlist**](https://getdexterity.com/) → **Get notified when Dex goes live on the Chrome store**.\\\n[**Follow us on Twitter**](https://x.com/dexterity_ai) → Stay updated on latest features.\\\n[**Discord**](https://x.com/dexterity_ai) → Get to know us more personally + brainstorm cool ideas.\n\nDrop dream features to [regina@getdexterity.com](mailto:regina@getdexterity.com) and let us know what you think!",
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        "title": "Auctor: AI agents that streamline enterprise software implementations.",
        "tagline": "The fastest way to go from discovery to delivery—without the mess.",
        "body": "Hey YC! 👋\n\nWe're Xinan, Will, Matt, and Sky—co-founders of Auctor. We’re building an AI-native platform that streamlines enterprise software implementations.\n\n**TL;DR:**\\\nEnterprise software implementations (Oracle, SAP, Salesforce, etc.) are messy and expensive, plagued by shifting requirements, misaligned teams, and obsolete documentation. Auctor's AI agents solve this by automatically capturing requirements, generating artifacts (like SoWs, proposals, architecture docs, user stories, and more), and seamlessly syncing everything across your tools, eliminating costly delays and change orders.\n\n🎬 **Launch Video:** https://youtu.be/A-T2gwZCOMM\n\n## **🚨 The Problem**\n\nEvery implementation team—whether at software vendors or tech consultancies—knows this pain:\n\n* Fuzzy, incomplete requirements at kickoff\n* Tribal knowledge buried in notes and scattered docs\n* Endless manual edits across SOWs, user stories, test plans, and more\n* Costly rework, misalignment, and change orders\n\nDespite billions invested annually, over 70% of enterprise implementations still experience significant delays, overruns, and failures.\n\n## **🚀 Our Solution**\n\nAfter over 300 customer calls, we've spent the last several months building what we think every implementation team needs:\\\n🧠 AI agents that join your discovery/refinement calls,\n\n✍️ capture every requirement,\n\n📄 generate artifacts—from SOWs & design docs to user stories & configs,\n\n🔁 and keep it all in sync every time something changes.\n\n**It’s like having a sales engineer, solutions architect, and a delivery lead...all working 24/7, automatically.**\n\n# 👫  **The Team**\n\nWe are four best friends who gave up our jobs at Meta, Google, AWS, and Apple, and dropped out of Johns Hopkins to tackle the broken implementation process head-on. \n\nWe're building a new intelligence layer that leading mid-market and enterprise customers are leveraging today to reshape how implementations get done, faster than ever.\n\nOh—and meet our fifth cofounder (Chief Bark Officer 🐶) in the photo!\n\n![uploaded image](/media/?type=post&id=90211&key=user_uploads/1780083/82da5007-0632-4ce8-9bad-43b68de9ee9b)\n\n## **🙏 Our Ask**\n\n* Know any professional services, customer success, or tech consulting leaders struggling with complex implementations? We'd love an intro 👉 [will@getauctor.com](mailto:xinan@getauctor.com)\n* Curious how Auctor can transform your own implementations?[ Book a live demo here!](https://www.getauctor.com)\n\nThank you—more to come!",
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        "full_name": "Brian Kim",
        "title": "Founder/CEO",
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        "title": "Kestral - Your AI Work Prioritizer",
        "tagline": "Helping companies win more customers, faster.",
        "body": "Hey YC, we’re [Brian](https://www.linkedin.com/in/brian-y-kim-16b7aa63/) and [Bernard](https://www.linkedin.com/in/xiebernard), and we’re building [Kestral](https://kestral.team/), your AI Work Prioritizer!\n\n**TLDR;** We make it clear what matters most to your customers and your business to guarantee your work has impact. (how? gotta read more)\n\nhttps://youtu.be/R8Q5qOWRv2I\n\n# **❌ The Problem** 😟\n\nCompanies spend too much money on Sales and R&D teams just for them to 🥤**suck🥤** at communicating with each other and this costs millions of dollars in blocked deals, churned customers, and time wasted on irrelevant roadmaps.\n\nThere’s gold in customer data in all its forms, yet even the most revered companies we talked to commonly lose sight of blockers and spend hours updating spreadsheets of feature requests.\n\n![uploaded image](/media/?type=post&id=90532&key=user_uploads/12690/c0a42d49-4b96-4711-b33e-50ebfa2b1d41)\n\n📣 “We have deep anxiety if we’re deploying our product teams appropriately…” - C-Suite @ a Public Company\\\n📣 “All my calls… in Gong. Feature requests … in Notion. We’ve got Salesforce. Why, in 2025, am I still grepping around for feature requests like a caveman?” - Head of Sales @ a Series B Startup\\\n📣 “… we’re tracking feature requests on spreadsheets” - GTM @ a Major LLM Provider\n\nCompanies KNOW they should do better… but without the right tools, they are:\n\n* Getting outmaneuvered by competitors by failing to adapt to customer trends as they come up\n* Wasting hours manually tracking and escalating tasks that end up sitting in a backlog\n* Worrying if users will care about their “strategic investments”.\n\n# 💭 📖 **The Solution**\n\n![uploaded image](/media/?type=post&id=90532&key=user_uploads/12690/7fd4ffb6-0954-4fb8-b661-3063088bae79)\n\nWe instantly bridge this divide between customer-facing roles and product development by:\n\n1\\. Extracting ALL actionable tasks from a variety of sources (transcripts, Slack/Discord messages, GitHub issues…)\n\n2\\. Consolidating duplicate asks and prioritizing them by theme\n\n3\\. (optionally syncing to project management platforms like Linear/Notion until we displace them…)\n\n4\\. Closing the loop with them, so you go from feature launch to immediate customer engagement & guaranteed impact\n\n**We’re building teams of AI agents that:**\n\n🤖 - understand the context of roles, projects, companies, and customers\n\n🤖 - rank work on various heuristics like opportunity size, effort, and team goals\n\n🤖 - make direct connections between customer asks and R&D’s work\n\n🤖 - personally follow up with users or revitalize the pipeline to guarantee a positive business impact of work\n\nOur technology can also easily transition to save orgs countless hours by eliminating work about work, like updating the state of tasks from meeting transcripts/messages and giving status updates while reprioritizing.\n\n# 🤜💥🤛 **The Team**\n\n![uploaded image](/media/?type=post&id=90532&key=user_uploads/12690/f58ce5b7-6361-4c95-9035-6fd470b271d3)\n\n(pre-YC vacation together in Jeju)\n\nWe’re close friends since college and multiple-time founding members of prior startups. We recently crossed paths at Asana, where Brian was an AI Tech Lead, while Bernie led Enterprise Authorization projects.\n\nWe’re leveraging our experience to combine the cutting edge of memory and knowledge base management with AI Agent Permissions for Enterprise to build the future of work.\n\nWe fully understand that work management structures are crucial to providing the necessary context for AI to deliver real enterprise value, and we’re not scared of any existing players in this space.\n\n# 💡 The Opportunity\n\nOur mandate is to disrupt the work management industry that has a **$50B TAM**, but we’re starting first by truly understanding and prioritizing what a company works on. As agents get better and commoditized, we aim to be best positioned to help companies get the work done faster.\n\nThe existing tools in this space can charge 5-6 figures a year for speculative and limited insights from customers at best, and they don’t even make the connection to R&D’s real work. We can instantly help validate/derisk costly roadmap plans, as well as help companies adapt to their customers’ needs immediately, providing millions in value.\n\nWe’re also personally seeing some very large investments (millions) in hiring teams to build internal systems to try to connect impact to work that is still manual at heart. Our partner said that if you’re seeing someone build something painful just for themselves… you’re on to something.\n\n### 🟠 CALLING THE YC COMMUNITY 🧡\n\nWe’d love to meet more of you!\\\n🗣️ In a CRO, Sales, GTM, or Customer Success role, and want your requests prioritized? \\\n🗣️ Product Leader wanting to validate your strategy and get measurable results?\\\n🗣️ Building the latest in AI knowledge bases and memory?\n\nLet’s talk!\\\n\\\nWould appreciate any **warm intros** to the above as well! We’re looking for partners to grow _with us_ to become the most efficient, most _actually_ customer-centric companies in the world.\\\n\\\nHit us up at [founders@kestral.team](mailto:founders@kestral.team) or book a demo call, even if you’re just a little curious at https://kestral.team\n\n![uploaded image](/media/?type=post&id=90532&key=user_uploads/12690/a70b5c3b-593a-4a99-87a0-e8eb5e72e44e)\n\n",
        "url": "https://www.ycombinator.com/launches/NYC-kestral-your-ai-work-prioritizer",
        "votes": 135,
        "created_at": "2025-05-19T21:22:45.449Z"
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    "id": 30523,
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    "all_locations": "Berlin, Berlin, Germany",
    "long_description": "Mesmer is the operating system for agentic engineering teams.\r\n\r\nA few engineering teams are accelerating at breakneck speed, while most are stuck with incremental gains. Mesmer exists so that gap doesn't come down to who gets lucky with their AI experiments.\r\n\r\nWe help founders and CTOs turn agents into real leverage across their organization: faster delivery, better quality, less bureaucracy, and a clear view of where the bottlenecks are and what to do next.\r\n\r\nHundreds of engineering teams have used Mesmer to >2x their productivity in the first quarter using our platform.\r\n\r\nWe are a team of repeat founders and CTOs with 15+ years of experience, including leading engineering together at Origin Financial ($400M), the AI financial advisor founded by Mesmer's CEO.",
    "one_liner": "The operating system for the 100x Engineering Team",
    "team_size": 7,
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    "city": "Berlin",
    "country": "DE",
    "linkedin_url": "https://www.linkedin.com/company/mesmer-co/",
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        "full_name": "João de Paula",
        "title": "Founder/CEO",
        "founder_bio": "Co-Founder and CEO at Mesmer (P25), the operating system for agentic engineering teams. Previously cofounder at Origin Financial ($400M) and Glio (S13), first LatAm company to go through YC.\n\nSerial entrepreneur, self-taught engineer, and product leader with 15 years of experience making something people love.",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/joaopdepaula/",
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        "full_name": "Sergio Oliveira Bergmann",
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        "founder_bio": "Co-founder and VP of Engineering at Mesmer, where we're building AI-powered agents to help tech founders overcome the coordination challenges that arise as their startups scale. With over 15 years of engineering leadership in fintech and digital banking, I've spent my career developing products that transform complex challenges into seamless user experiences. I'm focused on leveraging technology to empower founders, simplify growth, and amplify innovation.",
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        "full_name": "Lucas Silva",
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        "founder_bio": "Cofounder and CTO at Mesmer (X25). Previously cofounder at Qual Farmácia (2018) and Director of Engineering at Origin Financial. 18 years experience as engineering leader. Passionate about building products that matter",
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        "tagline": "The operating system for 10x companies.",
        "body": "Hey YC, we’re [João](https://www.linkedin.com/in/joaopdepaula/), [Lucas](https://www.linkedin.com/in/lucasbrunosilva/), and [Sergio](https://www.linkedin.com/in/sergio-bergmann/), cofounders of [**Mesmer**](http://mesmer.co/) — **Cursor for CTOs.**\n\nhttps://www.youtube.com/watch?v=TMO7TQUZIuU\n\nWe’re **repeat founders and CTOs behind startups like Glio (S13) and [Origin Financial](http://useorigin.com/) ($400M)**. In every team we built, we ran into the same challenge: each new customer, employee, and feature made it harder to understand what was actually going on. We spent our days in back-to-back meetings and chasing status updates, and forced our teams to do busywork just to keep us in the loop. **Yet we still didn’t see problems until something broke**.\n\nAI is already making the 10x engineer possible. But there’s no solution that helps **product development orgs — and product leaders — 10x themselves**. That’s what we’re building.\n\n# **Enter Mesmer**\n\n**Mesmer gives founders and CTOs full context on their org without drowning in meetings or chasing people for updates**. It watches the work itself — code, specs, designs, meetings — to build a live, detailed picture of what’s going on. Our customers can keep their teams fast, flat, and focused as they scale — and free from busywork.\n\n![uploaded image](/media/?type=post&id=90395&key=user_uploads/178/c0f0220d-62be-4e38-9246-ecd3c2493a79)\n\nWe are starting with **an AI chief of staff for product development orgs**. Every week, it delivers a report showing what actually happened across all in-flight projects: what moved forward, what shipped, and what’s stuck. Founders and CTOs can then ask questions and get in-depth answers based on their team’s actual code, specs, and designs, like:\n\n* Why is this project slipping?\n* Who’s the best engineer to unblock it?\n* What architecture did we use in this repo?\n* How does the business logic work for this categorization engine?\n* What changed in the roadmap last week?\n\n**We’re already live with 10+ companies worth over $3B** and have reviewed over 70M lines of code along the way. We’d love to help you, too.\n\n# **Special Offer**\n\nWe’re onboarding companies as fast as we can, but, if you’re a CTO leading a team of 20+ engineers (or know someone who is) **email me at [joao@mesmer.co](mailto:joao@mesmer.co) and we’ll skip the line** to help you run a flat, fast, focused org right away.\n\n![uploaded image](/media/?type=post&id=90395&key=user_uploads/178/0a177036-5476-45b7-bd33-cfd2b5fb72a3)\n\n",
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        "votes": 99,
        "created_at": "2025-05-14T16:35:47.709Z"
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    "name": "Bond",
    "slug": "bond",
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    "website": "https://www.bondapp.io/",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "Bond is an AI Chief of Staff that gives CEOs and busy executives real-time visibility into what’s happening across the company and tells them what to focus on. Saving execs 10+ hours a week.\r\n",
    "one_liner": "Your AI Chief of Staff",
    "team_size": 3,
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    "launched_at": 1748290714,
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        "full_name": "Chloe Samaha",
        "title": "Founder/CEO",
        "founder_bio": "Building the world's best AI Chief of Staff. Occasional skydiver, tennis, and guitar player.\n\n ",
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        "linkedin_url": "https://linkedin.com/in/chloesamaha/",
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        "url": "https://www.ycombinator.com/companies/bond/jobs/heVAbp8-gtm-customer-success-lead",
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        "experience": "Any (new grads ok)",
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        "title": "BOND: AI Chief of Staff for CEOs and busy execs ⏳",
        "tagline": "Eliminate pointless meetings and save 10+ hours a week. ",
        "body": "Hey YC! 👋\n\n**TL;DR**\\\nBOND plugs into your tools (Slack, Jira, Notion, GitHub, Salesforce, etc.) to give CEOs real-time visibility on the metrics that matter and pings you when risks, blockers or wins appear. No more status-update meetings or scrambling for information. \\\n\\\n\\*\\*Save 10+ hours and thousands of dollars a week.\\*\\*\\\n[https://youtu.be/CWE6AkaOn9M?si=C77jXfWiYqcAWFAp](https://youtu.be/CWE6AkaOn9M?si=C77jXfWiYqcAWFAp%5C)\n\n⚠️ **The Problem**\n\n* **Data fog:** At 30 employees, you juggle 5+ tools that don’t talk to each other; by 100, it’s 20 tools…eventually, visibility vanishes as you scale.\n* **Hunting answers:** Every question spawns meetings, email chains, or Slack searches. 10 people pause work just to pull reports.\n* **Missed moments:** No real-time insight means lost chances to unblock projects or close deals…you’re stuck in reactive fire drills.\n\n\\\n**🛠️ Meet BOND: Your AI Chief of Staff**\n\n* **Ask Donna Anything**: A chatbot that has the answers to all of your questions. Your single source of truth across every tool in your stack.\n* **Presidential Brief**: Each morning BOND sends a one-page snapshot via Slack or email: what moved, who’s blocked, and your top 3 priorities. No more all-hands, just the intel you need to start your day.\n* **Live Dashboard**: Central view of KPIs, project statuses (with owners), and team capacity.\n* **Pattern Radar**: Automated alerts on stalled projects, team overload, churn spikes, and outliers.\n\n  ![uploaded image](/media/?type=post&id=90815&key=user_uploads/959902/c1e5b82f-7386-4575-9bfd-94a2a75ad052)\n\n\n**🌟 Why We Built It**\\\nAfter 2,000+ interviews with CEOs, CoSs and execs, one insight stood out: knowledge management is broken. \n\nWith LLMs and vector search, we finally have the tech to tear down the data silos, and KILL the data fog.\\\n\\\n\\*\\*We’re on a mission to collapse management layers and help companies ship 1000x faster.\\*\\*\\\n\\\n**🔐 Enterprise Ready**\\\nYour data is safe. SOC II and more provided by [Probo (YC X25)](https://www.ycombinator.com/companies/probo)\\\nBOND runs inside your infra, so your data never leaves your walls. **\\\n\\\n🏁 Start Today\\\nReady to get your sh\\*t together? We have limited pilot spots.\\\n✉️ Email: [founders@bondapp.io](mailto:founders@bondapp.io)\\\n💬** **Text:** +1 (415) 418-4017\\\n**\\\n👉** For more info: [**bondapp.io**](http://bondapp.io)\\\n\\\n**Your time is too valuable to waste.** \\\n_Stop talking about work—let BOND be your CoS so you can actually get things done._",
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    "id": 30655,
    "name": "Frizzle",
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    "long_description": "Frizzle uses AI to grade handwritten math assignments for teachers and transform them into rich analytics and differentiated assessment to help personalize instruction for every student. Teachers spend over 10 hours a week or 25% of all their work grading - Frizzle does it in minutes. Frizzle is the most valuable piece of software for teachers ever, as it eliminates the most time-consuming part of their workflow so they can focus on teaching.\r\n\r\nFrizzle shifts education from waterfall to agile learning. Instead of waiting for end-of-unit tests to discover gaps, teachers get continuous, real-time insight into student thinking from everyday work. Feedback becomes immediate, instruction adapts weekly, and learning iterates (measure, adjust, improve) so every student progresses faster with less teacher burnout.\r\n\r\nFrizzle was named an official White House AI Education Partner alongside OpenAI and Meta: https://www.whitehouse.gov/edai/.\r\n\r\nFrizzle was co-founded by Abhay Gupta and Shyam Sai, who met in high school over 10 years ago.\r\n",
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    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/frizzle-ai",
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      "name": "Gustaf Alstromer",
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        "full_name": "Abhay Gupta",
        "title": "Founder/CEO",
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      {
        "user_id": 2411665,
        "full_name": "Shyam Sai",
        "title": "Founder/CTO",
        "founder_bio": "Co-founder and CTO of Frizzle! Previously a Machine Learning Engineer at Microsoft, Meta, and Google Life Sciences. Bachelor’s in Artificial Intelligence and Computer Science from Carnegie Mellon University. Co-founded the Midwest Math Circle, one of Chicagoland’s longest running math circles that has served hundreds of students over 10 years. Also holds a patent for his work in LLM applications.",
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      {
        "id": 93211,
        "title": "Frizzle 📝 AI Grading for Math Teachers",
        "tagline": "Frizzle uses AI to grade math worksheets and assignments for teachers",
        "body": "Hey everyone 👋\n\nWe’re [Abhay](https://www.linkedin.com/in/abhaygupta-/) and [Shyam](https://www.linkedin.com/in/shyamsai/) – co-founders of [Frizzle](https://www.frizzle.com/).\n\n**TL;DR**\n\n**Frizzle uses AI to instantly grade math worksheets and assignments for teachers**. Teachers have already graded thousands of worksheets and saved hundreds of hours using Frizzle! \n\n**Frizzle is an official [White House](https://www.whitehouse.gov/edai/) partner for bringing AI into education!**\n\n**Ask**: Can you introduce us to any math teachers, schools, or districts that would benefit from Frizzle? Contact us at [abhay@frizzle.com](mailto:abhay@frizzle.com)\n\nhttps://www.youtube.com/watch?v=0Zx_mCw8soI\n\n**❌ The Problem**\n\nTeaching is one of the most important jobs in society, yet teachers are among the most overworked professionals. Many work 50–70 hours a week, often grading late into the night and on weekends.\n\nAcross the U.S., there’s a national teacher shortage where 1 in 8 teaching roles remain unfilled. Superintendents and principals consistently mention that teacher time is now their most valuable resource. But teachers lose 10+ hours every week just grading math assignments, time that could be spent supporting students. 25% of all their work is spent grading!\n\n![uploaded image](/media/?type=post&id=93211&key=user_uploads/332377/7654e581-e8c4-4cf2-b330-6f78bddfd521)\n\nExisting grading tools handle essays or multiple-choice questions, but fail with math, especially handwritten step-by-step work. Classrooms are also moving back to pen and paper, but teachers are left with more paperwork than ever and no scalable way to manage it.\n\nThis has created a massive bottleneck in the classroom, adding to burnout and pushing talented teachers out of the profession.\n\nUntil now…\n\n**✅ Our Solution**\n\nAt Frizzle, we’re a team of former math nerds and AI experts building the first system that actually handles math grading at scale.\n\nTeachers simply upload or snap a photo of student work and instantly get back:\n\n* **Accurate grading** ✏️: Every step graded in seconds, whether it’s handwritten or typed.\n* **Actionable insights** 📊: A class dashboard highlighting where each student is struggling across assignments.\n* **Student-friendly feedback** 🧑‍🏫: Clear explanations that help students learn from their mistakes, not just see a score.\n\n![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXfy5uI9ZGxksf8CXCUL5xLmMc9MdRY5IM3WmuBqz9HFynZMzwCudL_y5ydsK41z55RDJksFqnHEEw3aU48mgTUx4bm_VXnAZlSS7pbenqW9JOQIef6oQIZ4IWpTAdQ_LcW_Nh8oJg?key=q7LswlE0gngKWIM4LuJkjQ)\n\nFrizzle eliminates the 10–15 hours a week teachers lose to grading, giving them time back to focus on what matters most - teaching.\n\n**🙏 Our Ask**\n\nIf you answer “yes” to any of these, we’d love your help:\n\n* Do you know any math teachers that would benefit from an extra 10 hours in their week?\n* Do you know any schools or districts that would benefit from saving their teachers 10+ hours a week?\n* Have you scaled B2B SaaS into K–12 districts or worked closely with educators?\n\n👉 Contact us at [abhay@frizzle.com](mailto:abhay@frizzle.com)\n\nYour help can make a huge difference in bringing Frizzle to more teachers. Thank you!\n\n**👬 The Team**\n\nAbhay and Shyam have been best friends and roommates since high school, where they met 10 years ago at the Illinois Math and Science Academy.\n\nAbhay (CEO) has helped scale an e-learning platform to millions in revenue and was previously a Product Manager at Coinbase, where he drove $50M in incremental revenue. He holds a Bachelor's in Computer Science and Economics from Vanderbilt University.\n\nShyam (CTO) was a Machine Learning Engineer at Microsoft, holds a patent in LLM applications, and co-founded the Midwest Math Circle, which has served hundreds of students for more than a decade. He holds a Bachelor’s in Artificial Intelligence and Computer Science from Carnegie Mellon University.",
        "url": "https://www.ycombinator.com/launches/OFP-frizzle-ai-grading-for-math-teachers",
        "votes": 206,
        "created_at": "2025-08-20T23:02:21.654Z"
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    "id": 30669,
    "name": "Slashy",
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    "website": "https://www.slashy.com/",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "Slashy is an AI-native email client for founders and operators. It drafts replies in your voice from your sent mail, triages your inbox, tracks follow-ups, keeps your calendar in the inbox, and can be run from iMessage, Slack, or an AI agent through its MCP server. Slashy works with Gmail, Google Workspace, Outlook.com, and Microsoft 365, on web, Mac, and iOS.",
    "one_liner": "Cursor for Email",
    "team_size": 3,
    "industry": "B2B",
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      "America / Canada"
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    "year_founded": 2025,
    "city": "San Francisco",
    "country": "US",
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        "user_id": 2067448,
        "full_name": "Harsha Gaddipati",
        "title": "Founder/CEO",
        "founder_bio": "Changing email with Slashy :) \n\nSign up at slashy.com",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/harsha-gaddipati-032bb820a/",
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        "user_id": 1584972,
        "full_name": "Dhruv Roongta",
        "title": "Founder/CTO",
        "founder_bio": "Co-founder and CTO of Slashy, the AI-native email client. Studied Computer Science at Georgia Tech; previously interned at Groq, Pulse (S24), and Greptile (W24), and won prizes at CalHacks and HackMIT.",
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      {
        "id": 108791,
        "title": "Slashy - start saving 2 hours a day on email",
        "tagline": "Slashy drafts replies in your voice, schedules meetings, and handles follow ups, so you spend less time managing email, and more time on what matters",
        "body": "Hey everyone we’re Harsha and Dhruv from Slashy. Our goal is to define the next generation of email, by building an email platform that actually works for you, and learns over time. \\\n\\\n**TLDR:** Slashy is the next big email platform after Superhuman, the first with an assistant built in. Slashy can do everything from writing drafts in your tone, texting you when an important email comes in, prepping you for calls, to the things you expect from a true email client like keyboard shortcuts, open tracking, a mobile app and more. All while continuously learning about you and your preferences, so it only gets better over time. The average user takes 5 minutes to get set up and saves an extra hour a day. Read an independent review from Tom’s guide (1m+ subscribers) [here](https://www.tomsguide.com/ai/slashy-is-the-ai-email-app-replacing-notion-mail-heres-why).\n\nYou can get started for free at [slashy.com](http://slashy.com), and use our YC deal for a long-term discount.\n\n**Launch Video:** <https://youtu.be/o2TN-wwCYm8>\n\n## **Problem**\n\nMost founders we speak to, have one of two problems (sometimes both)\n\n1. They spend too much time manually handling email, and not enough building their company.\n2. They don’t spend enough time on email, and lose important deals/hires due to things slipping.\n\n## **Solution**\n\nThat’s why we built Slashy, the first email platform that reliably gets work done for you, whether it be drafting emails, notifying you when a prospect replies, schedule meetings, or more. Slashy works wherever you work best, so onboarding is seamless (just ask some of our users). It takes 10 minutes to set up, and saves the average email power user an extra one hour a day. It does this by:\n\n1. **Doing all the basic things right:** Stuff like keyboard shortcuts, open tracking, unified inbox, team comments, availability links, all come part of Slashy. So you don’t lose anything transitioning from Gmail, Superhuman, Front and more. ([@Jayme Hoffman](https://bookface.ycombinator.com/user/60463) actually switched to Slashy being surprised just that a new email client could match the speed, shortcuts of something like Superhuman)\n2. **Writing drafts that sound like you:** Claude drafts sound like slop because they just look at the thread. Slashy does a lot more, it looks at the linkedin/web of recipients, past emails you’ve sent, past changes you’ve made to prior drafts, and more including using our own custom-built memory system for email. (Fun fact we have a special tool for handling suggesting times/scheduling as base llms are very bad at this). ([@Michelle Marcelline](https://bookface.ycombinator.com/user/379052) pretty much just hits send on all her Slashy drafts with minimal edits)\n3. **A powerful sidebar:** Slashy comes with a cursor-like sidebar. That lets you do things like search, draft, schedule and more. So you no longer need to keep flipping between ChatGPT and your email. ([@Yahia Bakour](https://bookface.ycombinator.com/user/2538368) loves this to power thorugh drafts and replies)\n4. **Integrations:** Slashy connects to not just your email, but your meeting notes (Granola, Fathom, Circleback, etc.), crm (Attio, Hubspot, Salesforce, etc.), Notion and more since the context to handle email isn’t just in email. ([@Pavlos Markesinis](https://bookface.ycombinator.com/user/2511438) loves how Slashy connects to his Attio and makes life simple)\n5. **Automations:** The best assistants also know when to handle things in the background. So Slashy can also automatically do things like prep you for calls, text you when an important email comes in, and more. ([@Owen Botkin](https://bookface.ycombinator.com/user/2579867) relies on Slashy to prep him from calls, and [@Pranav Madhukar](https://bookface.ycombinator.com/user/1531197) doesn’t even check his email anymore unless Slashy alerts him an email comes in)\n6. **iMessage/Slack Bot:** One of the worst parts of traditional clients? You need to open them to see if something important comes in. Slashy can ping you on text/slack so you don’t even need to context switch. (@devansh is one of our bigger Slack fans, while [@Abhinav Gopal](https://bookface.ycombinator.com/user/979064) for iMessage).\n7. **Voice:** Sometimes it’s easier to speak your mind than write (or you’re driving and just can’t haha). So Slashy lets you dictate your thoughts, and our AI will make it sound like a much better version of you. Or you can talk with our voice to voice agent when you’re commuting (@vishruth is one of our power users for our voice drafts).\n8. **Personalized Memory:** Slashy gets better the more you use it. It keeps notes on how you write, who you talk to, when you schedule, and also it learns from every edit you made before hitting send. It even once a week goes back and rewrites its notes to better match you. After all you'd expect a human assistant to be smarter after a few months, why not your ai one. ([@Devraj Gopal](https://bookface.ycombinator.com/user/2057015) loves how Slashy has grown to know him more and more).\n9. **Natural Language Labels:** A common complaint we hear is the rise of the AI SDR, and how everyone’s inbox is inundated with emails. The problem with traditional labelling systems is they don’t adjust over time, leading to important emails getting missed. Slashy’s labelling system does, leading to a much better filtering rate, and fewer dropped balls. ([@Nazli Danis](https://bookface.ycombinator.com/user/520906) was drowning in spam before Slashy)\n\n## Security and Privacy\n\nWe take security/privacy as an email client very seriously.  We’ve already gotten CASA, and SOC II. We also get monthly pen-tests done by [@Casco](https://bookface.ycombinator.com/company/30477) to ensure our users' data is safe. None of our AI providers train on your data as well.\n\n## Getting Started\n\nNow if you want to get started just go to[ slashy.com](http://slashy.com), or you can book a time here if you’d like me to demo the product/ask any questions just shoot an email to [founders+ea@slashy.com](mailto:founders+ea@slashy.com), and Slashy will schedule a time that works for both of us :)",
        "url": "https://www.ycombinator.com/launches/SIh-slashy-start-saving-2-hours-a-day-on-email",
        "votes": 33,
        "created_at": "2026-08-03T03:07:19.686Z"
      },
      {
        "id": 92851,
        "title": "Slashy: The AI for Work",
        "tagline": "Slashy is the AI assistant that slashes through repetitive work",
        "body": "Slashy is the AI assistant that slashes through repetitive work: meeting prep for sales, automatic JIRA ticket creation, updating your CRM, and more.\n\nWe built Slashy after watching brilliant people waste hours every day on tasks that should be automated. They weren't trying to build another AI tool, they wanted to build the AI that makes all your other tools finally work together.\n\nSlashy gets users 10+ hours back every week to focus on the work that actually matters.\\\n\\\nBook a meeting: https://cal.com/slashy/30min or try it out at [slashy.ai](http://slashy.ai)\\\n\\\nhttps://youtu.be/F5ptH79YvNM",
        "url": "https://www.ycombinator.com/launches/O9b-slashy-the-ai-for-work",
        "votes": 27,
        "created_at": "2025-08-08T20:59:23.348Z"
      },
      {
        "id": 91949,
        "title": "Dash: AI That Actually Gets Work Done",
        "tagline": "Meet Dash: An AI agent that connects to your Gmail, Slack, Notion, and more to complete work autonomously.",
        "body": "**We built an AI agent that connects to your Gmail, Slack, Notion, and more to complete work autonomously.**\n\n# [usedash.ai](http://usedash.ai) | [founders@usedash.ai](mailto:founders@usedash.ai)\n\n## The Problem\n\nKnowledge workers spend 90% of their time on manual, repetitive tasks that could be automated. Current AI tools like ChatGPT operate in isolation; they can't update Notion databases, search across Slack, or send emails.\n\n## Our Solution\n\nDash is an AI agent that connects to your tools (Gmail, Slack, Notion, Linear, Google Docs, HubSpot, calendar, and more) to complete entire tasks.\n\nhttps://youtu.be/kFPAxXAUlq8\n\n## Real Examples from Beta Users\n\n**\"Weekly team update\"**\n\n* Reads Slack channels for key discussions\n* Checks Linear tickets for sprint progress\n* Pulls metrics from HubSpot and Notion\n* Compiles and emails formatted report\n\n**\"New enterprise lead follow-up\"**\n\n* Adds leads to Hubspot with enriched data\n* Creates qualification tasks in Linear\n* Schedules follow-up calls in calendar\n* Notifies team in Slack with context\n\n**\"Daily standup agenda\"**\n\n* Pulls yesterday's completed Linear tickets and today's planned work for team members\n* Generates standup summary in Notion\n\n## We're Looking For\n\n**Know someone who is tired of switching between tools instead of making a real impact?**\n\nWe're perfect for folks who are tired of context-switching between Notion, Slack, emails, docs and more.\n\nPerfect for:\n\n* **Founders** \n* **PMs** \n* **Operations folks**\n\n**Try it for free:** [usedash.ai](http://usedash.ai)\n\n![uploaded image](/media/?type=post&id=91949&key=user_uploads/2067448/a58c2bd9-c956-48b3-a2e3-632b5cfbc418)\n\n",
        "url": "https://www.ycombinator.com/launches/Nv3-dash-ai-that-actually-gets-work-done",
        "votes": 83,
        "created_at": "2025-07-08T06:16:45.784Z"
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    "website": "https://doe.so/",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "Doe is where AI agents actually do your work. Connect your tools, tell Doe what you need, and agents handle it. When you want to do something yourself, Doe makes you faster and smarter. The boring stuff disappears. Everything else gets better.",
    "one_liner": "The boring stuff, handled. Everything else, supercharged.",
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        "full_name": "Adrian Barbir",
        "title": "Founder/CEO",
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        "is_active": true,
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      {
        "user_id": 1331360,
        "full_name": "Richard Ou",
        "title": "Founder/CTO",
        "founder_bio": "Founder & CTO of Doe, prev. Vapi, Wordware, second-time founder, youngest board advisor on Penn's Center for AI, Physics & CS",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/yuhuangou",
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      {
        "id": 96000,
        "title": "Doe: A new productivity platform",
        "tagline": "Doe is where AI agents actually do your work. Connect your tools, tell Doe what you need, and agents handle it. When you want to do something yourself, Doe makes you faster and smarter. The boring stuff disappears. Everything else gets better.",
        "body": "Hey everyone, we're [Adrian](https://x.com/AdrianBarbir) and [Richard](https://x.com/YuhuangOu). We've been building Doe for the past few months.\n\n**TL;DR**\n\nDoe is an action engine for work. You connect your tools, tell it what you need, and agents go do it. Not chat. Actual execution: pull data, update records, send messages, run workflows across your systems. When you do things yourself, like modifying spreadsheets or writing an email, agents work alongside you.\n\n![uploaded image](/media/?type=post&id=96000&key=user_uploads/1867926/622bda3c-17da-4c86-b127-9e495e250a54)\n\n\\\nhttps://doe.so\n\n**What we're building toward**\n\nKnowledge working is changing as you read this post. Not \"AI answers your questions\" change. More like: you wake up and agents have already reconciled your expenses, flagged at-risk deals, and drafted the weekly update. You review, adjust, and move on. The tedious stuff happened while you slept.\n\nWhen you do want to dig in or do stuff yourself, you're augmented with sets of tools. A good example is cursor’s tab/autocomplete. Your work platform has context and every action you take is faster because of what's running in the background.\n\n![uploaded image](/media/?type=post&id=96000&key=user_uploads/1867926/23d9a617-3216-4243-8198-3f6a8ae8e52d)\n\nThat's the vision. A workspace where agents do work and humans get augmented.\\\n\\\n**What you can do today**\n\n1. **Ask anything about your data.** No SQL. No dashboards. Just ask.\n2. **Get boring work done.** Agents update your CRM, send Slack messages, create Linear tickets, pull reports, and create financial models. You watch in the preview pane and step in when you want.\n3. **Set up Loops.** Agents that run on a schedule. Daily pipeline reviews. Weekly reconciliation. Continuous monitoring. Set it once.\\\n   \\\n   We like having Doe go through our linear + github to create a performance review each day :)\n\n**Enterprise stuff**\n\nSOC 2 Type II. HIPAA-ready. Zero data retention with LLM providers. SSO, SCIM, audit logging.\n\n**Our asks**\n\n**Try it:** [doe.so](http://doe.so) - it’s free\n\n**Tell us what's broken:** We're building fast and want to know what doesn't work\n\n**Intros:** If you know ops, sales, or finance folks, we'd love to meet them. We think this can be a cursor",
        "url": "https://www.ycombinator.com/launches/OyO-doe-a-new-productivity-platform",
        "votes": 20,
        "created_at": "2025-12-04T22:23:34.811Z"
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    "id": 30687,
    "name": "Trace",
    "slug": "trace-so",
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    "website": "https://www.trace.so/",
    "all_locations": "London, England, United Kingdom",
    "long_description": "Trace is a workflow orchestration platform that gives agents shared context across systems and lets teams build visual processes combining AI and humans. It automatically identifies which tasks can be AI-automated and which need human input, so non-technical teams build and run workflows without engineering involvement.",
    "one_liner": "Context-aware orchestration between humans and AI.",
    "team_size": 3,
    "industry": "B2B",
    "subindustry": "B2B -> Productivity",
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    "year_founded": 2025,
    "city": "London",
    "country": "GB",
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    "primary_partner": {
      "name": "Ankit Gupta",
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    "founders": [
      {
        "user_id": 1016719,
        "full_name": "Tim Cherkasov",
        "title": "Founder/CEO",
        "founder_bio": "Co-founder and CEO of Trace. Former product manager at Copper, a digital asset custodian, where he delivered an institutional offering for State Street. Fintech background across hedge funds and scaleups as a data scientist. Built startups since 17 in retail tech, travel, and web3.",
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      {
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        "full_name": "Artur Romanov",
        "title": "Founder/CTO",
        "founder_bio": "Co-founder and CTO of Trace. Former senior engineer at Deliveroo who built the grocery data-enrichment ML pipeline (millions of items, thousands of retailers). Multi-time founder; led backends in logistics and finance, and deployed workflow automation across engineering and ops.",
        "is_active": true,
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    "jobs": [],
    "news": [
      {
        "title": "Trace raises $3M to solve the AI agent adoption problem in enterprise | TechCrunch",
        "url": "https://techcrunch.com/2026/02/26/trace-raises-3-million-to-solve-the-agent-adoption-problem/",
        "date": "Feb 25, 2026"
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      {
        "id": 92892,
        "title": "Trace 👾 Route repetitive tasks to AI agents",
        "tagline": "Trace helps teams map existing workflows and automate repetitive tasks using AI agents",
        "body": "Hey everyone 👋\n\nWe’re [Tim](https://www.linkedin.com/in/timcherkasov/) and [Artur](https://www.linkedin.com/in/artur-romanov/) – co-founders of [Trace](https://www.trace.so/).\n\n**📙 TL;DR**\n\nTrace is a workflow automation platform that routes tasks to the right agent – human or AI.\n\nBy connecting to tools like Slack, Jira, and Notion, Trace breaks down existing workflows, spots automation opportunities, and embeds AI agents to handle repetitive tasks – without disrupting how your team works. More than 30 companies already use Trace to automate gruntwork.\n\n**Ask**: If you’re currently working in operations, product, or support teams, we’d love to talk. Email us at [founders@trace.so](mailto:founders@trace.so) ‼️\n\nhttps://youtu.be/RfJerH9r2-8\n\n**❌ The Problem**\n\nMost teams lose ≈ 40% of their productivity on repetitive manual tasks. \n\nRoutine work like chasing updates, filling docs, coordinating teams, and handling support drains hours, breaks focus, and slows execution.\n\nMeanwhile, employees aren’t sure which tasks can be automated, which agents to use, or which tools to trust – problems made worse by fragmented data and lost context.\n\nEven worse, most AI tools work alone, disconnected from both teams and the people using them.\n\n✅ **Our Solution** \n\nTrace is an AI-native workspace that breaks down existing workflows, assigns repetitive tasks to AI agents, and routes the rest to the right people.\n\nWith Trace, AI works across your entire team – passing tasks between agents and people without disrupting operations.\n\nIt respects permissions, learns from past and ongoing work, tracks progress with a full audit trail, and lets you review, edit, or reroute tasks in a simple interface.\n\n**Connect and Prompt Away**\n\n![uploaded image](/media/?type=post&id=92892&key=user_uploads/1016719/794551f2-0e27-4ccf-a406-326622b90d15)\n\n**Create, Curate and Replicate**\n\n![uploaded image](/media/?type=post&id=92892&key=user_uploads/1016719/75f7fd26-b38a-4420-b7dc-1a7fe5bea7e6)\n\n**Route and Execute**\n\n![uploaded image](/media/?type=post&id=92892&key=user_uploads/1016719/4490fdd4-1ff7-47dc-887b-cab413a3b51c)\n\n**🦄 How It Works**\n\nHow? – Through a company wide context engine!\n\nBy integrating with your systems, our context engine analyzes your internal wiki, activity logs, and people data to understand your team’s work.\n\nTrace then builds a unified index of your company and provides rich context for every new workflow, making it easy to route tasks between people and AI agents.\n\nWe’re on a mission to build CompanyOS – a cognitive layer that ingests internal signals and drives intelligent action across every team.\n\n**🙏 Our Ask**\n\nReady to ditch the busywork? – Please try [demo.trace.so](http://demo.trace.so) for free and tell us which workflows you’ve tried to automate.\n\nIf your team is suffering from repetitive manual workflows, or you work in operations, product, or support roles, we’d love to talk.\n\nEmail us [📨 founders@trace.so](mailto:%F0%9F%93%A8founders@trace.so) or [book a call](https://calendly.com/trace_so/20min) ☎️\n\n**👥 The Team**\n\nTim and Artur met at university and have worked together on countless projects, papers and startups over the last 10 years.\n\nTim (CEO) – Former product manager at Copper, a digital asset custodian, where he delivered an institutional offering for State Street. Fintech background across hedge funds and scaleups as a data scientist. Built startups since 17 in retail tech, travel, and web3.\n\nArtur (CTO) – Former senior engineer at Deliveroo who built the grocery data-enrichment ML pipeline (millions of items, thousands of retailers). Multi-time founder; led backends in logistics and finance, and deployed workflow automation across engineering and ops.\n\n![uploaded image](/media/?type=post&id=92892&key=user_uploads/1016719/b774ddc3-03f9-4008-b443-bef97237826e)\n\nps: Thank you for taking the time to read this and show your support ❤️\n\n![uploaded image](/media/?type=post&id=92892&key=user_uploads/1016719/457742b1-bb72-48ff-9d4c-029b6bc8b033)\n\n",
        "url": "https://www.ycombinator.com/launches/OAG-trace-route-repetitive-tasks-to-ai-agents",
        "votes": 1038,
        "created_at": "2025-08-11T19:45:04.234Z"
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    "id": 30694,
    "name": "Epicenter",
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    "website": "https://epicenter.so",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "Epicenter is an ecosystem of open-source, local-first apps that share a memory. We store all your work—notes, transcripts, chat histories—in a single folder of plain text and SQLite. Every tool we build shares this memory: your text editor, personal assistant, etc.. It's open, tweakable, and yours. Grep it, open it in Obsidian, host it wherever you like. The choice is yours.\r\n\r\nOur vision is to build a personal workspace where you own your data, choose your own AI models, and replace siloed apps with open, interoperable alternatives. All while preserving authenticity and being free and open source. ❤️",
    "one_liner": "ChatGPT's memory feature in an open, portable format",
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    "industry": "Consumer",
    "subindustry": "Consumer",
    "launched_at": 1754070642,
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    "country": "US",
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        "user_id": 1027274,
        "full_name": "Braden Wong",
        "title": "Founder",
        "founder_bio": "At 18, I taught myself to code while studying ethics, politics, and economics at Yale. Since then, I’ve averaged ~10k commits/year and worked at three YC startups. I wrote my 65-page senior thesis on open-source governance and digital platforms. I care deeply about data ownership, open-source, and interdisciplinary thinking.\n\nhttps://github.com/braden-w/\n\nI build tools to help automate the boring parts of my writing. Hopefully, something good comes from it!",
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      {
        "id": 92919,
        "title": "Whispering: Local-First, Open-Source Speech to Text at Your Fingertips",
        "tagline": "Own your data. Use any model you want. Free and open source.❤️",
        "body": "Hey everyone! 👋 It's Braden, and I'm excited to introduce Whispering—a fully open-source, local-first speech-to-text app, and the first app in the Epicenter ecosystem. You can [give it a star](http://go.epicenter.so/github), install it [here](https://go.epicenter.so/install/whispering), and start using it today.\n\nI use Whispering multiple hours daily for voice coding, writing, and thinking out loud. I churned from Wispr Flow and Superwhisper after I built it.\n\nI think the ergonomics are quite delightful, and I hope you will too!\n\n[Voice coding workflow](https://www.youtube.com/watch?v=tpix588SeiQ)\n\n## **The Problem**\n\nYou use a transcription app, but you have no idea what happens to your data.\n\nThey’re not open-source. They might call themselves “local” or say “inference stays on device”—but you still can’t see the code. It’s a black box, and for all you know, _you’re the product_.\n\nYour voice recordings might be sitting on their servers and sold to other providers. You're locked into their ecosystem. When they pivot, get acquired, or shut down, your workflow will break.\n\nMany “AI transcription” startups are just API or local inference wrappers with subscription pricing. You speak into their app, they send your audio to a transcription API like Whisper, then charge you monthly for what you could run yourself. Some run locally, but none I found were open-source with the UX I needed.\n\n## **The Solution**\n\nTruly free and open-source transcription software that matches (or surpasses) the ergonomics of paid, closed-software alternatives. I think Whispering is now at that stage.\n\n## **What makes us different:**\n\nThere are many other applications in the transcription landscape. Whispering offers some notable features:\n\n* **Hands-free, voice-activated dictation**: One of our most ergonomic features so far. Press once to start the session, and it will automatically start and stop as you speak. No button-holding or toggling nonsense. Perfect for dictating when your hands are full\n* **Custom AI transformations with any prompt, any model:** Design custom transformations that chain multiple AI models to fix grammar, translate, or refactor your transcribed text\n* **Unbeatable price:**  Nothing beats free. If you bring an API key from [Groq Cloud](https://console.groq.com/keys), you’ll get nearly instantaneous transcription at $0.04/hour plus a generous free tier. And of course, if you run locally with Speeches, it’s completely free. We hope to expand our models soon.\n* **Open-source**: MIT licensed. Fork it, examine it, roast it. We pride ourselves in our code quality.\n* **Everything is local-first**: In Whispering, everything is local-first. Recordings are stored in IndexedDB, and settings are stored in local storage. Built with Svelte 5 and Tauri, and it's tiny (\\~22MB) and fast.\n\n## **Real Daily Usage**\n\n* **Talking to Claude in my room** (3-4 hrs/day): I use dictation to prompt Claude Code significantly faster than typing. I have a custom post-processing transformation set up so that every text blob that I dictate is passed through a Gemini 2.5 Flash prompt, making the output more Claude-Code-friendly (bullet points, etc.). Once done, I paste into Claude Code.\n* **While carrying pizza boxes back from the Y Combinator office:** My hands are full, so I’ll open the web app on my phone, turn on voice activated dictation, and then start yapping as thoughts come up. The words are waiting when I get back in my room\n* **Other custom transformations**: I have a common writing workflow of speech → Transcribe (Groq) → Fix Grammar (Claude 4 Sonnet) → Format (Gemini 2.5 Flash).\n\n## **Why This Matters**\n\nFundamental tools shouldn’t require trusting a black box. And they shouldn’t charge you rent for something you could run yourself.\n\nWe believe productivity apps should be open-source and transparent with your data, and we want to destroy their business models with open-source alternatives.\n\nThese alternatives will need to match them feature-by-feature, have a great UX, and eventually, be built on top of our shared memory layer.\n\n## **Where This Is Going**\n\nWhispering is the first app in the Epicenter ecosystem: local-first, open-source tools built on top of a shared memory of plain text and SQLite. We hope to replace siloed, data-driven tools with local-first alternatives that share a single, user-owned memory layer.\n\nWe also hope to support many more offline models over time, giving you maximum flexibility in how and where your data is processed.\n\nWe’re not stopping at transcription. While most transcription apps tinker with static dictionaries or custom word lists, our eventual goal with Epicenter is to leverage that shared memory. We could connect transcription to everything you think, write, and build, all within a trustworthy, local-first environment.\n\nWhispering would pick up your common phrases, technical terms, and more. Over time, you create custom transformation pipelines that adapt to your writing style, your voice, and your world.\n\n## **Our Ask**\n\n* 🌟 [**Upvote on Product Hunt**](https://www.producthunt.com/products/whispering?launch=whispering). Help others discover open-source alternatives\n* 💻[ **Download the desktop app**](https://go.epicenter.so/install-whispering) from our [installation guide](https://go.epicenter.so/install/whispering), or directly from our latest [releases](https://github.com/epicenter-so/epicenter/releases)\n* ⭐ [**Star on GitHub**](https://github.com/epicenter-so/epicenter/tree/main/apps/whispering). Back local-first software. Fork it, break it, improve it. Everything’s MIT licensed. Copy whatever you want.\n* 💬 [**Join our Discord**](https://go.epicenter.so/discord). Shape what we build next\n\nTry it, and let us know what’s up. I hope Whispering becomes a part of your workflow!\n\n[Full Setup Guide](https://www.youtube.com/watch?v=1jYgBMrfVZs)",
        "url": "https://www.ycombinator.com/launches/OAh-whispering-local-first-open-source-speech-to-text-at-your-fingertips",
        "votes": 24,
        "created_at": "2025-08-12T00:53:13.916Z"
      },
      {
        "id": 92752,
        "title": "Epicenter: A Database for Your Mind, Built on Plain Text",
        "tagline": "A shared workspace for everything you think, write, and build.",
        "body": "**TL;DR:** if you're a hacker, a generalist, a cracked Svelte/Typescript developer, or a local-first/open-source/privacy enthusiast, join our [Discord and DM me](https://go.epicenter.so/discord). I would love to build with you.\n\nhttps://www.youtube.com/watch?v=nZNOH5yKxO0\n\nHey everyone! 👋 It’s[ Braden](https://www.linkedin.com/in/braden-wong/), and I’m building Epicenter.\n\nEpicenter is an open-source suite of tools built around a single idea:\n\n**Creativity thrives when you blur the lines between disciplines.**\n\nYour tools should reflect that. Most tools divide you—one for writing, one for planning, one for research. We’re building tools that talk to each other—so you can stay in flow across every kind of work. \n\nEpicenter will be a growing software ecosystem—a text editor, a CRM, a personal assistant, and more—all built around a shared local memory.\n\n**The problem**\n\nModern knowledge work is fragmented.\n\nI journal into an app I don’t trust. I plan my week in a calendar app I’ll abandon next month. My notes drift aimlessly in systems I’ve outgrown. And every time I switch apps, the app forgets what I was working on.\n\nNotes, code, and ideas live in isolated tools that don’t talk to each other, breaking flow and burying context.\n\n**The solution**\n\nA suite of open-source tools that share a single memory: a folder on your machine. Open-source, open-format, and fully yours.\n\nThe tools share so you can make connections across disciplines. Your ideas and data are never locked in.\n\n[**epicenter.sh**](http://epicenter.sh)\n\nI just launched [epicenter.sh](http://epicenter.sh): a local-first assistant you can chat with. It lives in a folder, and we want to make it the access point to everything you’ve ever written, thought, or built.\n\n[epicenter.sh](http://epicenter.sh) is the first addition to Epicenter. This is your new shell: your second brain becomes your dialogue partner. You type; it thinks. You ask; it searches. Under the hood, it’s powered by a modified version of [Opencode](https://github.com/sst/opencode), an excellent open-source coding agent. We’ve made our own CLI and UI to simplify configuration and the user experience. It’s rough around the edges, but it’s our first step in laying the foundation for our future applications.\n\n**Where We’re Headed**\n\nIn a world where every app wants to trap you and your data, we’re building the opposite.\n\nEpicenter is open-source, local-first, and plain-text native—so you can trust it, tweak it, or take it with you. We’re building tools that support intentional, interdisciplinary thinking: software for people who read, write, build, and connect.\n\nA renaissance workflow, built on plain text and real ownership.\n\n**Our Ask**\n\nWe’re early. But if you think like a generalist, build like a hacker, and value tools that respect your mind—we’d love to hear from you.\n\n**→ if you’re a cracked Svelte/Typescript developer, please[ DM me](https://go.epicenter.so/discord)**\n\n**→ star / fork / dive into the code on GitHub: [https://github.com/epicenter-md/epicenter/](https://github.com/epicenter-md/epicenter/)**\n\n**→ join the community on [Discord](https://go.epicenter.so/discord). share what you’re excited to build**\n\nSign up and tell us which tools you’d be most excited to use. Your input will shape what we build next.\n\n**About me:**\n\nAt 18, I taught myself to code while studying ethics, politics, and economics at Yale. Since then, I’ve averaged \\~10k commits/year and worked at three YC startups. I wrote my 65-page senior thesis on open-source governance and digital platforms. I care deeply about data ownership, open-source, and interdisciplinary thinking.\n\n![uploaded image](/media/?type=post&id=92752&key=user_uploads/1027274/a3ef7b07-ca73-4d27-bf0a-53e194f9f587)\n\n",
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        "votes": 33,
        "created_at": "2025-08-05T21:49:16.393Z"
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    "name": "Char",
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    "website": "https://char.com",
    "all_locations": "Seoul, Seoul, South Korea; Remote",
    "long_description": "Char is a daily notepad that finishes your todos for you. Type a checkbox, and an agent picks it up — researching, drafting, or scheduling on your behalf. Stay in command. Char does the work.",
    "one_liner": "The AI notepad that knows and works for you",
    "team_size": 3,
    "industry": "B2B",
    "subindustry": "B2B -> Productivity",
    "launched_at": 1755302445,
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    "year_founded": 2023,
    "city": "Seoul",
    "country": "KR",
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      "name": "Brad Flora",
      "url": "https://www.ycombinator.com/people/brad-flora"
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        "user_id": 1166442,
        "full_name": "John Jeong",
        "title": "Founder/CEO",
        "founder_bio": "designing interfaces for humans and agents",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/johntopia",
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        "full_name": "Deokhaeng Lee",
        "title": "Founder",
        "founder_bio": "CS @ Duke \nFormerly founder @ Hyprnote (S25), engineering @ Carousel Technologies (W24) \n",
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        "full_name": "Yujong Lee",
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        "founder_bio": "OSS enthusiast. Check out my work at: https://github.com/yujonglee",
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        "id": 93180,
        "title": "Hyprnote⚡️ Open-source AI notetaker for enterprises",
        "tagline": "We help teams craft personalized meeting notes while keeping full control of their data",
        "body": "### **TL;DR**\n\n[**Hyprnote**](http://hyprnote.com/?utm_source=yc&utm_medium=launch&utm_campaign=launch_yc) is an [open-source](https://github.com/fastrepl/hyprnote) **AI notetaker for enterprises**. It transcribes and summarizes meetings while keeping 100% of data on-device or on-prem — so companies stay in control.\n\n<https://www.youtube.com/watch?v=x4TRi2WOR5s>\n\n### **Why Existing AI Notetakers Fail**\n\nEvery other tool ships your conversations off to 3rd party clouds. Enterprises banned them because they violated data sovereignty.\n\n![uploaded image](/media/?type=post&id=93180&key=user_uploads/1166442/15cd071d-825d-49a9-a1fe-b078d3e2f2b5)\n\n### **How Hyprnote Flips the Script**\n\n[**Hyprnote**](http://hyprnote.com/?utm_source=yc&utm_medium=launch&utm_campaign=launch_yc) runs entirely on your laptop, server, or air-gapped network:\n\n* **Private by default**: not a single byte leaves your system, ever.\n* **AI-powered notes**: clear, actionable summaries.\n* **Enterprise-ready**: HIPAA, SOC2, ITAR, FedRAMP-friendly.\n* [**Open source**](https://github.com/fastrepl/hyprnote): transparent and extensible.\n* **Flexible deployment**: run it where you want.\n\n![uploaded image](/media/?type=post&id=93180&key=user_uploads/1166442/e9e59bd3-9993-4029-b8ab-de8bde4a1ea1)\n\n### **Why We Built This**\n\nWe saw enterprise employees stuck taking manual notes because “AI notetakers” weren’t actually enterprise-ready. [**Hyprnote**](http://hyprnote.com/?utm_source=yc&utm_medium=launch&utm_campaign=launch_yc) exists so teams can finally use AI without giving up control of their data.\n\n![uploaded image](/media/?type=post&id=93180&key=user_uploads/1166442/df8a57c6-74fb-4f4f-a455-0091527206b6)\n\n### **What You Can Do**\n\n1/ Introduce us to **_VPs or Directors_** driving **_digital transformation_** in regulated industries.\n\n2/ Start using it **_FREE FOREVER_** — and spread the word.\n\n3/ Star us on [**GitHub**](https://github.com/fastrepl/hyprnote)!\n\n![uploaded image](/media/?type=post&id=93180&key=user_uploads/1166442/2119f8f8-575f-4a5c-aa1c-295bfe57a15c)\n\n### **NEED an AI notetaker you can actually trust?**\n\n[**Try Hyprnote — where conversation stay yours**](http://hyprnote.com?utm_source=yc&utm_medium=launch&utm_campaign=launch_yc)\n\n![uploaded image](/media/?type=post&id=93180&key=user_uploads/1166442/a2e52475-b1e0-47de-8e1b-ba56959bdae5)\n\n",
        "url": "https://www.ycombinator.com/launches/OEu-hyprnote-open-source-ai-notetaker-for-enterprises",
        "votes": 58,
        "created_at": "2025-08-20T14:56:21.706Z"
      }
    ]
  },
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    "id": 30743,
    "name": "Opennote",
    "slug": "opennote",
    "former_names": [],
    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/5a57c2d57c9bd745bb44f95e1f930dda18b6c534.png",
    "website": "https://opennote.com",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "Opennote is a notebook with an AI thinking partner built in.\r\n\r\nFeynman lives in your work: it edits your writing, references your knowledge and the web, runs background tasks, and gives feedback as you work. ",
    "one_liner": "The notebook that thinks with you.",
    "team_size": 3,
    "industry": "Consumer",
    "subindustry": "Consumer",
    "launched_at": 1752018108,
    "tags": [
      "AI-Enhanced Learning",
      "Education",
      "SaaS",
      "Consumer",
      "Productivity"
    ],
    "tags_highlighted": [],
    "top_company": false,
    "isHiring": false,
    "nonprofit": false,
    "batch": "Summer 2025",
    "status": "Acquired",
    "industries": [
      "Consumer"
    ],
    "regions": [
      "United States of America",
      "America / Canada"
    ],
    "stage": "Early",
    "app_video_public": false,
    "demo_day_video_public": false,
    "app_answers": null,
    "question_answers": null,
    "url": "https://www.ycombinator.com/companies/opennote",
    "api": "https://devasheeshg.github.io/yc-api/batches/summer-2025/opennote.json",
    "year_founded": 2025,
    "city": "San Francisco",
    "country": "US",
    "linkedin_url": "https://linkedin.com/company/opennote",
    "x_url": "https://x.com/opennote_me",
    "fb_url": null,
    "cb_url": "https://www.crunchbase.com/organization/opennote",
    "github_url": "https://github.com/opennote-dev",
    "logo_url": "https://bookface-images.s3.amazonaws.com/small_logos/5a57c2d57c9bd745bb44f95e1f930dda18b6c534.png",
    "app_video_url": null,
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    "company_photos": [
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    ],
    "primary_partner": {
      "name": "Andrew Miklas",
      "url": "https://www.ycombinator.com/people/andrew-miklas"
    },
    "founders": [
      {
        "user_id": 2157423,
        "full_name": "Rishi Srihari",
        "title": "Founder",
        "founder_bio": "Co-founder @ Opennote",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/rishi-srihari/",
        "x_url": "https://x.com/rishi_srihari",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/355f736e2cd7629a539a41c09df45c1e9d6ffbff.jpg"
      },
      {
        "user_id": 2099451,
        "full_name": "Abhi Arya",
        "title": "Founder/CTO",
        "founder_bio": "Building the AI Infrastructure for Learning",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/abhiaarya",
        "x_url": "https://x.com/abh1a0",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/00ecccc97a8a0d409041f4a638355f06dfd337f9.jpg"
      },
      {
        "user_id": 2474963,
        "full_name": "Vedant Vyas",
        "title": "Founder",
        "founder_bio": "Co-Founder @ Opennote\n",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/vedant-vyas5/",
        "x_url": "https://x.com/vedantvyas",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/a265527f2ac6297bfc4ef5d05f877061bb67de92.jpg"
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    ],
    "jobs": [],
    "news": [
      {
        "title": "Opennote acquired by San Francisco-based Reducto | BetaKit",
        "url": "https://betakit.com/canadian-founded-opennote-acquired-by-san-francisco-based-reducto/",
        "date": "May 12, 2026"
      },
      {
        "title": "Opennote raises $850,000 USD, secures Y Combinator spot for edtech platform | BetaKit",
        "url": "https://betakit.com/opennote-raises-850000-usd-secures-y-combinator-spot-for-edtech-platform/",
        "date": "Jul 09, 2025"
      }
    ],
    "launches": [
      {
        "id": 92047,
        "title": "Opennote – Interactive Learning for Students",
        "tagline": "Opennote is the interactive AI tutor that lives in your notes",
        "body": "Hey 👋\n\nWe’re [Abhi](https://www.linkedin.com/in/abhiaarya/), [Rishi](https://www.linkedin.com/in/rishi-srihari/), and [Vedant](https://www.linkedin.com/in/vedant-vyas5/) — the co-founders of [Opennote](https://www.opennote.com/)!\n\n**TL;DR**\n\nOpennote is the AI tutor that lives in your notes—turning what you write, into what you learn. **Over 55,000 students** use it today to study smarter with a learning experience that’s personalized and collaborative.\n\nhttps://youtu.be/qfXhPGXdXas\n\n**How It Works**\n\nOpennote goes beyond passive tools by acting as a proactive learning partner embedded directly inside your notes. Our tutor, Feynman, analyzes your writing and thinking patterns in real time, guiding you with Socratic questions, targeted feedback, and visual explanations right where you’re working—helping you truly understand, not just memorize.\n\nYou can study on your own or invite friends to join you—discuss your thoughts, share your journals, and publish your learning in real time for others in the community to see! Opennote makes learning more engaging, social, and effective.\n\n![uploaded image](/media/?type=post&id=92047&key=user_uploads/2474963/dd596675-705e-4000-bbdc-5c559f3206d0)\n\n**Why This Matters**\n\nExisting tools are either static note-takers, passive quiz generators, or outdated LMS systems. Students are demanding smarter, more social ways to learn. Opennote is redefining the space by making learning truly interactive and collaborative.\n\n**The Team**\n\nWe’re a team of three undergrad CS and software engineering students with experience across building software at medtech, fintech, and infrastructure startups — and years spent tutoring and TA’ing. We’ve lived the education grind and built the product we always wished we had.\n\n![uploaded image](/media/?type=post&id=92047&key=user_uploads/2474963/6716fc0c-983c-4b71-9438-9d1855905c52)\n\n**Our Ask**\n\n* Are you a college student looking for better study tools? Or do you know students who are always looking for smarter, more effective ways to learn? Check us out here: [**https://www.opennote.com/**](https://www.opennote.com/)\n  * Use the promo code **YC** for 50% off any subscription for 3 months!\n* Can you introduce us to any groups, clubs, or institutions interested in exploring more interactive and collaborative ways for students to learn?\n\nIf you can help—or want to send us some feedback—feel free to reach out at [**founders@opennote.com**](mailto:founders@opennote.com).",
        "url": "https://www.ycombinator.com/launches/Nwd-opennote-interactive-learning-for-students",
        "votes": 63,
        "created_at": "2025-07-10T17:00:26.960Z"
      }
    ]
  },
  {
    "id": 30755,
    "name": "Pally",
    "slug": "pally",
    "former_names": [],
    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/849f2561c7a883d8d5d6523f27f8404ee02820ed.png",
    "website": "https://pally.com",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "You text Pally like you’d text a friend, and it connects to everything else: your inboxes, calendar, files, tasks and the web",
    "one_liner": "Your personal AI Assistant",
    "team_size": 2,
    "industry": "B2B",
    "subindustry": "B2B -> Productivity",
    "launched_at": 1750346506,
    "tags": [
      "Consumer",
      "B2B",
      "Productivity",
      "Search",
      "AI"
    ],
    "tags_highlighted": [],
    "top_company": false,
    "isHiring": false,
    "nonprofit": false,
    "batch": "Summer 2025",
    "status": "Active",
    "industries": [
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      "Productivity"
    ],
    "regions": [
      "United States of America",
      "America / Canada"
    ],
    "stage": "Early",
    "app_video_public": false,
    "demo_day_video_public": false,
    "app_answers": null,
    "question_answers": null,
    "url": "https://www.ycombinator.com/companies/pally",
    "api": "https://devasheeshg.github.io/yc-api/batches/summer-2025/pally.json",
    "year_founded": 2024,
    "city": "San Francisco",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/pallyai",
    "x_url": "https://x.com/pally",
    "fb_url": null,
    "cb_url": "https://www.crunchbase.com/organization/pally-6028",
    "github_url": null,
    "logo_url": "https://bookface-images.s3.amazonaws.com/small_logos/849f2561c7a883d8d5d6523f27f8404ee02820ed.png",
    "app_video_url": null,
    "dday_video_url": null,
    "company_photos": [],
    "primary_partner": {
      "name": "Tyler Bosmeny",
      "url": "https://www.ycombinator.com/people/tyler-bosmeny"
    },
    "founders": [
      {
        "user_id": 978619,
        "full_name": "Haz Hubble",
        "title": "Founder/CEO",
        "founder_bio": "High-school dropout and super connector. Previously founded the London Founder House. Designer, salesman, engineer, accountant (weird mix but it works). Building at the intersection of AI x Human Relationships.",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/hazhubble",
        "x_url": "https://www.x.com/hazhubble",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/c37eee3db110066348edbfa4c228437896100809.jpg"
      },
      {
        "user_id": 1287862,
        "full_name": "Wyatt Lansford",
        "title": "Founder/CTO",
        "founder_bio": "ML Engineer in robotics & autonomy. Won the DARPA AlphadogFight Trials, built autonomous planes & robots. Acquired by Shield AI. Now building human x AI interfaces.",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/wyattlansford",
        "x_url": "https://x.com/wylansford",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/d43ddd0152f12a0991b9729192a536030a3ebc00.jpg"
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    "jobs": [],
    "news": [],
    "launches": [
      {
        "id": 91579,
        "title": "Pally - AI Relationship Management",
        "tagline": "All your pals, from all your socials.",
        "body": "![uploaded image](/media/?type=post&id=91579&key=user_uploads/978619/4443ca80-d250-46a5-8234-98a9d5852a59)\n\nHey 👋, we’re Haz and Wyatt, the founders of Pally.\n\nWe’re building Pally because in a world full of ‘AI SDRs’, our warm connections become more important than ever… Yet today, keeping track of thousands of connections across countless social platforms is impossible. \n\nWe forget to respond, we miss important moments, and we lose touch.\n\nWe’re building Pally to solve that.\n\nIf this resonates, we’d love your early feedback. Download Pally here: [www.pally.com](http://www.pally.com)\n\n# Demo\n\nhttps://www.youtube.com/watch?v=g97sd_roD14\n\n## How does it work?\n\nWe bring together all your connections, across all your socials (inc. iMessage, WhatsApp, LinkedIn, Google, Email, Calendar, and X), and then our AI researches everything they’ve ever posted online.\n\nPally uses this deep understanding of each relationship to help you:\n\n* Prepare you for meetings\n* Stay in touch with your potential customers/hires/investors (or just remind you to ring your mum from time to time)\n* Search over your network to find the right person for any query (”who do I know in New York that I’ve not spoken to in a while?”)\n* Add people to pipelines\n\nWe also added some fun relationship stats, so you can see how social you are compared to other Pally users, how each relationship is growing/declining over time, how long you take to reply vs how long others take to reply to you, and more.\n\n## Who’s it for?\n\nWe’re mostly focused on founders and investors, but we’ve also seen salespeople, recruiters, agency owners, and creators get a lot of value from Pally; essentially anyone in a role where relationships are a primary focus (and honestly, we believe in the world of AI, that’s _everyone_).\n\n## What's next?\n\nWe're excited to launch this into public beta today, learn from what our users are loving, and where they’re wanting more, and build that. \n\nOur roadmap includes adding integrations with AI meeting note takers, so all your relationship context is in one place, adding an iOS app so you have all your data on the go, and adding more agentic capabilities.\n\n# Ask\n\nPlease upvote us here and on [Product Hunt](https://www.producthunt.com/products/pally-ai-relationship-management), and give Pally a test and let us know how you get on! \n\nWe’re also hiring! If you’re interested in working with us, please email [hiring@pally.com](mailto:hiring@pally.com) with your cv.\n\nThanks for your support,\n\nHaz + Wyatt 🫶 ",
        "url": "https://www.ycombinator.com/launches/Np5-pally-ai-relationship-management",
        "votes": 149,
        "created_at": "2025-06-24T16:42:07.104Z"
      }
    ]
  },
  {
    "id": 30813,
    "name": "Blue",
    "slug": "blue",
    "former_names": [
      "L5 Assistant"
    ],
    "small_logo_thumb_url": "https://bookface-images.s3.amazonaws.com/small_logos/90acd1189896151e269eca2dc0a6b15c7042d091.png",
    "website": "https://heyblue.com/",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "Everyone pays someone to handle the parts of their life that don't need them personally. The cleaner, the bookkeeper, the lawn service. Nobody could handle what lives in your phone. Until Blue.\r\n\r\nBlue is a small USB-C dongle and iPhone app. Plug it in and say what needs doing. The follow-up you haven't sent, the appointment you haven't booked, the reply you owe. Blue opens the right app, does the work, and tells you when it's done. You don't touch your phone.\r\n\r\nWorks with every app already on your iPhone. \r\n\r\nThe team brings complementary experience at scale: Omar Abdelaziz led Google Assistant’s transition to LLMs and holds one of earliest patents in LLM-based computer control; Peter Krogh spent decades designing voice-first dialog systems and was most recently a design lead at Google DeepMind building actions for Gemini Live; Muhammad Farhan Hossain helped ship Apple Vision Pro, is named on dozens of hardware/systems patents, and has led products from prototype to mass production.\r\n\r\nWe’ve built systems used by billions. Now we’re on to defining the next era of computing.",
    "one_liner": "Your phone finally has someone to run it. Plug in Blue, just ask.",
    "team_size": 6,
    "industry": "Consumer",
    "subindustry": "Consumer",
    "launched_at": 1753836546,
    "tags": [
      "Hardware",
      "Productivity",
      "AI"
    ],
    "tags_highlighted": [],
    "top_company": false,
    "isHiring": false,
    "nonprofit": false,
    "batch": "Summer 2025",
    "status": "Active",
    "industries": [
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    "regions": [
      "United States of America",
      "America / Canada",
      "Remote",
      "Partly Remote"
    ],
    "stage": "Early",
    "app_video_public": false,
    "demo_day_video_public": false,
    "app_answers": null,
    "question_answers": null,
    "url": "https://www.ycombinator.com/companies/blue",
    "api": "https://devasheeshg.github.io/yc-api/batches/summer-2025/blue.json",
    "year_founded": 2024,
    "city": "San Francisco",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/heyblue/",
    "x_url": "https://x.com/heyBlueX",
    "fb_url": "https://www.instagram.com/heyblueig/",
    "cb_url": "https://www.crunchbase.com/organization/blue-13c9",
    "github_url": null,
    "logo_url": "https://bookface-images.s3.amazonaws.com/small_logos/90acd1189896151e269eca2dc0a6b15c7042d091.png",
    "app_video_url": null,
    "dday_video_url": null,
    "company_photos": [],
    "primary_partner": {
      "name": "Tyler Bosmeny",
      "url": "https://www.ycombinator.com/people/tyler-bosmeny"
    },
    "founders": [
      {
        "user_id": 2231380,
        "full_name": "Omar Abdelaziz",
        "title": "Founder/CEO",
        "founder_bio": "I've spent more than a half-decade leading teams on Google Assistant and at Scale AI, and hold one of the world's first patents in LLM-based computer-use. Now, I'm on to defining the next era of computing, starting with a 100x more powerful voice assistant.",
        "is_active": true,
        "linkedin_url": "https://linkedin.com/in/oabdelaziz/",
        "x_url": "https://x.com/OmarAbcXyz123",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/dec14a7870f1081a9bf3e37cc29311061cf43e43.jpg"
      },
      {
        "user_id": 2770643,
        "full_name": "Farhan Hossain",
        "title": "Founder",
        "founder_bio": "I’m a robotics and product design engineer focused on building thoughtful tools for the world. I hold dozens of patents in hardware and manufacturing, and I care deeply about how things are made and who they’re made for. \n\nFor over a decade, I’ve worked across robotics, wearables, and consumer electronics. As one of the first engineers on the Apple Vision Pro, I took it from concept to mass production. ",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/mfarhanh/",
        "x_url": "https://x.com/FarhanBuilds",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/c525b0262175e9cb88fc041b3b577f2ac2b512be.jpg"
      },
      {
        "user_id": 2742423,
        "full_name": "Peter Krogh",
        "title": "Founder",
        "founder_bio": "I teach computers how to talk. For 20 years this was primarily a deterministic process of design/engineer/tune, but with the arrival of LLMs it now looks more like show/convince/tune. AI is weird, but if it can't be taught how to have a normal spoken conversation with a person, it's not going to work. This is what I work on.",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/peter-krogh-820273/",
        "x_url": "",
        "avatar_thumb_url": "https://bookface-images.s3.us-west-2.amazonaws.com/avatars/bf18431e96d89027c5cd3c1ccff73e86d54d5be9.jpg"
      }
    ],
    "jobs": [],
    "news": [],
    "launches": [
      {
        "id": 101303,
        "title": "Introducing the Blue Smart Dictation Keyboard for iPhone",
        "tagline": "4x faster when you can speak, normal keyboard when you can't",
        "body": "Blue's dictation is unlike anything you've ever tried before. Instead of transcribing what you say, we give ChatGPT the audio and we ask it: \"Based on what this person said, what do you think they would have typed if they had a chance to review and edit?\"\n\nThat means you can think out loud, repeat yourself, change your mind mid-sentence, and Blue still hands you something that’s ready to send. Check it out: <https://www.youtube.com/watch?v=ED3e1ODMH3g>\n\nSo what happens when dictation finally becomes reliable? Not just better dictation for the 1% of the time your hands are tied up and you have to dictate. You start _defaulting_ to dictation every single time you have to type, and you end up saving a ton of time!\n\nGet it right now: heyblue.com/download",
        "url": "https://www.ycombinator.com/launches/QLv-introducing-the-blue-smart-dictation-keyboard-for-iphone",
        "votes": 7,
        "created_at": "2026-05-13T21:02:17.121Z"
      },
      {
        "id": 93147,
        "title": "Blue: The voice assistant your phone has been missing.",
        "tagline": "Blue uses your apps to finish tasks, hands-free and on the go. ",
        "body": "[heyblue.com](http://heyblue.com)\n\n**TL;DR**\\\nBlue is the only voice assistant on iOS and Android that can control every app on your phone, so you can get work done hands-free.\n\nWhen you’re driving, you can say things like “Catch me up on Slack,” “Pay the power bill from my email,” “Help me order DoorDash”, and anything else you could ask someone in your passenger seat, and Blue will help you do it hands-free.\n\nAt launch, Blue focuses on communications journeys: messages and email across apps.\n\n## **Why We Built Blue**\n\nOur phone assistants peaked at setting timers and checking the weather, but we’ve got a mountain of messages and emails to work through. We built Blue because we actually want to be productive on the way to work – and for the 70% of Americans commuting just like us.\n\n## **How Blue Works**\n\nBlue enables full, hands-free phone control via a voice-first computer-use model. On iPhone, our tiny USB-C plug-in gives Blue the ability to tap and type on your behalf. \n\nBlue doesn't wait for developers to build special integrations. It just uses your apps, all of them, hands-free, so you can tackle your todo list when your hands are busy doing literally anything else.\n\n**See it in action:**\n\nhttps://youtu.be/PJV27Nd9eiI\n\n**Team**\n\n* **Omar Abdelaziz**: Led Google Assistant’s transition to LLMs; holds one of the earliest patents in LLM-based computer control.\n* **Peter Krogh**: Decades designing voice-first dialog systems; multiple design patents; most recently design lead at Google DeepMind serving actions on Gemini Live.\n* **Farhan Hossain**: Helped ship Apple Vision Pro; 50+ patents in hardware/systems; led products from prototyping to mass production and global fulfillment.\n\nWe’ve built systems used by billions. Now we’re on to defining the next era of computing.\n\n## **Ask**\n\n* **Try Blue:** Request early access at [heyblue.com](http://heyblue.com)\n* **Reach out**: [founders@heyblue.com](mailto:founders@heyblue.com)\n\n![uploaded image](/media/?type=post&id=93147&key=user_uploads/2770643/31255b69-1672-4404-83d4-0db5869d0b5f)\n\n",
        "url": "https://www.ycombinator.com/launches/OEN-blue-the-voice-assistant-your-phone-has-been-missing",
        "votes": 25,
        "created_at": "2025-08-19T21:45:01.737Z"
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    "id": 30907,
    "name": "Logical",
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    "website": "https://logical.io",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "Logical is a desktop AI that acts as a proactive and largely promptless copilot, designed to reduce the friction of using AI for everyday tasks. It transfers context across apps, and allows taking action on many apps with just a few clicks. Logical can assist with drafting emails, writing docs, noting meetings and can even automatically detect action items. Need to prompt? Logical can understand intent in much fewer words than a regular chatbot. Plus, user data is never sent to Logical servers. Logical is the AI resurrection of Clippy, but actually good.",
    "one_liner": "A proactive desktop copilot. Clippy, but actually good.",
    "team_size": 2,
    "industry": "B2B",
    "subindustry": "B2B -> Productivity",
    "launched_at": 1761643617,
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    "url": "https://www.ycombinator.com/companies/logical",
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    "year_founded": 2025,
    "city": "San Francisco",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/in/trylogical",
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      "url": "https://www.ycombinator.com/people/aaron-epstein"
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        "full_name": "Sam Karu",
        "title": "Founder/CEO",
        "founder_bio": "Sam is a co-founder and CEO of Logical. He was a PhD dropout from UCLA before joining NVIDIA. At UCLA, Sam conducted research on AI applications in wireless and cellular domains, across both discriminative and generative models. At NVIDIA, he worked on AI inference and model optimizations for specific hardware. Sam is the best performing Sri Lankan in the history of both the International Physics Olympiad and Asian Physics Olympiad. ",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/samurdhilbk/",
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        "full_name": "Anushka Idamekorala",
        "title": "Founder/CTO",
        "founder_bio": "Anushka is a co-founder and CTO of Logical. After three years leading B2B SaaS engineering teams, he enrolled in the University of Virginia (UVA) where his research focused on context-aware time-series forecasting.\n",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/anushkaidamekorala/",
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      {
        "id": 95304,
        "title": "Logical: The Proactive Desktop Copilot",
        "tagline": "Logical makes every knowledge worker 5x productive",
        "body": "Hi everyone,\n\nWe’re [Sam](http://linkedin.com/in/samurdhilbk) and [Anushka](http://linkedin.com/in/anushkaidamekorala/), co-founders of [Logical](https://trylogical.ai).\n\n**TL;DR:**\n\n**Logical is a copilot that lives on your desktop and proactively assists with things like drafting emails, meeting insights and tracking to-do items.**\n\nInstead of waiting for you to prompt, Logical suggests context-aware actions in many common apps and services. It’s like Clippy, but actually good.\n\nhttps://youtu.be/XfyPZb14LZM?si=aaJMF37-ipwkJBDV\n\n### Problem\n\nPrompt-first AI is fundamentally flawed. We waste hours every week writing lengthy prompts, context-switching and copy-pasting to get a chatbot to understand what we're doing. The context surrounding our work (emails, meeting notes, knowledge bases etc.) lives in siloed services that don't talk to each other. A truly helpful AI must live where we work: on the desktop.\n\n### Solution\n\nLogical lives on your desktop, observing your work to build an understanding of your intent and the context that surrounds it. As you switch between apps and tabs, Logical transfers that context with you.\n\nIt proactively suggests actions based on what you're doing—whether you're in Gmail, Slack, or Excel. This turns Logical into an all-in-one assistant: it's your email drafter, to-do manager, AI note-taker, and chatbot, all combined.\n\n**📨 Email & Messaging Assistant:** Get quick drafts. Fine-tune, revert, and apply. Works with Gmail, Slack, iMessage and Apple Mail.\n\n![uploaded image](/media/?type=post&id=95304&key=user_uploads/2175254/ab0e8f09-c58c-45d7-8eef-0be23b97d326)\n\n**✅ Automatic To-Do Detection**: Detects and drafts deliverables. Plus, it reminds you to get those done.\n\n![uploaded image](/media/?type=post&id=95304&key=user_uploads/2175254/afe169f0-7103-4fe7-aec1-a17e72157c74)\n\n**🪄 Logical Lumos:** Get real-time assistance on any task. In Excel, it can suggest formulas and analyze errors; in a doc, it can explain terms as you highlight them. \n\n![uploaded image](/media/?type=post&id=95304&key=user_uploads/2175254/596d5046-364b-43b4-86c1-b63ea1b82b1a)\n\n**🔗 Connect your services:** Bridge Gmail or your Calendar for deeper context. Search your email with natural language, or get quick calendar availability lookups.\n\n![uploaded image](/media/?type=post&id=95304&key=user_uploads/2175254/2b2a7df8-ff33-41f7-8770-5878ab4070af)\n\n### Our story\n\nSam and Anushka have been friends since they met in grade school at 6 years old.\n\nBefore Logical, Sam worked on AI model optimizations at NVIDIA and previously dropped out of a PhD in applied AI. He's a medalist at both the IPhO and APhO and received a President’s Award for Scientific Research from the Government of Sri Lanka. Anushka dropped out of his PhD in context-aware predictive AI at UVA, and previously led B2B SaaS engineering teams.\n\nWorking in both academia and industry, we saw firsthand how most AI tools create friction and frustrate users. Our unique backgrounds – context-aware AI and AI model optimization – convinced us that an AI agent that lives on the desktop can identify user intent and provide proactive help, without compromising on speed or quality.\n\n### Our Ask\n\nIf you're reading this, Logical can help you (yes, you!) get more done. Try it out at [**https://trylogical.ai**](https://trylogical.ai) – we offer generous free credits. Help us with feedback on how Logical can better fit your workflow.\\\n\\\nIf you’re an enterprise, help your team miss fewer deadlines and spend less time context-switching. Plus, you can stop paying for 10 different AI add-on subscriptions – Logical can do it all. Contact us at [**hello@trylogical.ai**](mailto:hello@trylogical.ai) to learn more and book a demo.\n\n![uploaded image](/media/?type=post&id=95304&key=user_uploads/2175254/bd182517-615e-4efe-8de7-18985fd8fa32)\n\n",
        "url": "https://www.ycombinator.com/launches/OnA-logical-the-proactive-desktop-copilot",
        "votes": 161,
        "created_at": "2025-11-07T20:24:35.548Z"
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    "id": 30949,
    "name": "Crunched",
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    "website": "https://usecrunched.com/",
    "all_locations": "Oslo, Oslo, Norway",
    "long_description": "Crunched is the Excel AI analyst for power users - in consulting, investment banking, and private equity. It error-checks workbooks end-to-end, builds models from scratch, and handles grunt work like extracting and linking data from IMs to template models - all within Excel so teams can review and iterate as usual.\r\n\r\nAgents struggle with tabular data - getting reliable, multi-step execution over thousands of interlinked formulas, sheets, and ranges is hard. Making Crunched good enough for people who live in Excel means knowing the pain points deeply.\r\n\r\nMichael and Philip has 10,000+ hours in Excel across consulting and finance. Markus and Lars bring deep expertise in scaling AI and enterprise solutions.\r\n\r\nWe've had easy access to first customers and are already live with firms across six European countries - we now plan to expand into the US. With >1bn total Excel users, we focus on the top 2%, highest-value Excel users globally. \r\n\r\nWe're solving one pain point at a time to create a product that doesn't just look good in a demo but actually works in production.\r\n\r\nExcel is here to stay, but the way experts model is fundamentally changing - with Crunched.",
    "one_liner": "Excel AI analyst for Power Users",
    "team_size": 5,
    "industry": "B2B",
    "subindustry": "B2B -> Finance and Accounting",
    "launched_at": 1760902114,
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      "name": "Pete Koomen",
      "url": "https://www.ycombinator.com/people/pete-koomen"
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        "full_name": "Philip Borge",
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        "founder_bio": "Co-founder & CEO at Crunched. Previous McKinsey PE and CEO of Okkult, an AI-powered optician concept. MSc in Finance & Private Equity from the London School of Economics",
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        "full_name": "Lars Gjardar Musæus",
        "title": "Founder/CTO",
        "founder_bio": "Co-founder & CTO of Crunched. Senior full-stack and infrastructure engineer with deep experience building production systems - from cloud platforms and distributed backends to real-time control systems. Worked closely with customers to deliver tailor-made, end-to-end applications in forward-deployed engineering teams at Bekk, built cloud infrastructure at Schibsted and Sopra Steria, and developed autonomous maritime systems at Kongsberg Defence. Holds an MSc in Cybernetics & Robotics (NTNU).",
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      {
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        "full_name": "Michael Sakowski",
        "title": "Founder",
        "founder_bio": "Co-founder & COO at Crunched. Previous consultant and jr manager at McKinsey & Company. Core member of our Private Capital practice, focusing on commercial due diligence and PortCo strategy. Earlier also crunched out Excels in both investment banking and private equity. Masters in Banking & Finance from University of St. Gallen in Switzerland.",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/michael-sakowski-9b9043148/",
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        "user_id": 2979507,
        "full_name": "Markus Skagemo",
        "title": "Founder",
        "founder_bio": "Co-founder and Head of AI at Crunched! Background in Robotics and Control Systems from NTNU. Former Data Scientist at Oda, Norway’s first unicorn, and at BearingPoint, where I built and scaled AI solutions for clients in finance and luxury automotive. Recipient of BearingPoint’s Global Innovation Award.",
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        "linkedin_url": "https://www.linkedin.com/in/markus-skagemo",
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      {
        "id": 94760,
        "title": "Crunched - The AI Excel Analyst ⚡",
        "tagline": "Crunched makes consultants & finance professionals >2x their Excel modeling speed",
        "body": "Hi YC 👋\n\nWe’re [Philip](https://www.linkedin.com/in/philip-z-borge-97690b149/), [Michael](https://www.linkedin.com/in/michael-sakowski-9b9043148/), [Lars](https://www.linkedin.com/in/lars-g-mus%C3%A6us-756701174/) and [Markus](https://www.linkedin.com/in/markus-skagemo/) - and we’re building [Crunched](https://www.usecrunched.com/?utm_source=YC&utm_medium=post)\n\n# **TL;DR**\n\n**Crunched is the first AI Excel agent built by and for Excel power users**, tailored for management consulting and finance workflows\n\nWe’ve spent 10,000+ hours in Excel ourselves, and are live with consulting, IB and PE firms across Europe and the US, 2x-ing their Excel modeling speed\n\n**_Ask:_** We would love for you to introduce us to mgmt. consulting, investment banking or PE firms - contact us at [philip@usecrunched.com](mailto:philip@usecrunched.com)\n\n[**https://youtu.be/zBXue210_qo**](https://youtu.be/zBXue210_qo)\n\n# **Why we’re doing it**\n\nMichael and Philip have worked on countless deals at McKinsey and in other IB/PE roles, and it always starts and ends with an Excel model. It’s either the main deliverable itself, or the entire backbone of the slide deck.\n\nNo matter how skilled you are, manual Excel modeling is slow and super error-prone. On one of our last projects, a company’s 2030 revenue projection presented to the CEO was doubled because a colleague (promise it was a colleague), had linked the forecast to year 1 revenue growth for all years. That was a fun follow-up call afterwards.\n\nAssociates need specialized AI tools they can collaborate with directly in their workflows, to drive productivity and accuracy. The solution is not to replace Excel, but to augment it and solve one pain point at a time. That’s why we’re building Crunched.\n\n# **What we’re doing**\n\nCrunched is an Excel-native AI analyst that can:\n\n1. **_Error-check models:_** Check models for logical, formula and conceptual mistakes\n2. **_Gather data:_** Run targeted web research and extract figures from PDFs (e.g., annual reports) and link it into templates\n3. **_Build analyses:_** Build bespoke analyses from scratch, turning 1h tasks into 5-10min automated workflows\n\n![uploaded image](/media/?type=post&id=94760&key=user_uploads/2751214/b2d93de1-6fa0-44de-b6eb-3ec8197d190a)\n\nUsers are already reporting that they’re &gt;2x faster on specific tasks. We are on a mission to make it 10x across all modeling work.\n\n# **Team**\n\nMichael and Philip have 10,000+ hours of Excel experience (often until 4am) from McKinsey. Lars and Markus have years of experience shipping and scaling award winning AI enterprise solutions, and are building Crunched with the cutting-edge security needed for clients to trust us with their highly confidential data.\n\n![uploaded image](/media/?type=post&id=94760&key=user_uploads/2751214/b8c7c9db-f67a-4228-8db4-818620d713b7)\n\n# **Ask**\n\n**We’re expanding in Europe and into the US and are looking for warm intros** **to mgmt. consulting, IB and PE firms.** If you are or know any Excel power users we’d love your help.\n\nPlease reach out at [philip@usecrunched.com](mailto:philip@usecrunched.com) or book a live demo on [our website](https://usecrunched.com?utm_source=YC&utm_medium=post). All help is appreciated - **thank you!**",
        "url": "https://www.ycombinator.com/launches/OeO-crunched-the-ai-excel-analyst",
        "votes": 62,
        "created_at": "2025-10-20T14:48:59.711Z"
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    "all_locations": "Stockholm, Stockholm County, Sweden",
    "long_description": "Openroll is an AI-powered workspace for people and finance teams.\r\n\r\nOpenroll lets teams automate recurring work and run fully auditable workflows across their systems.\r\n\r\nCompensation, headcount, and budgeting in one platform.\r\n\r\nLearn more at https://www.openroll.com",
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        "full_name": "Porsev Aslan",
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        "founder_bio": "Reimagining how organizations work, automate, and operate with AI agents.",
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        "title": "Openroll: The AI that Shows Exactly What Your Competitors Pay",
        "tagline": "AI agents that reveal competitor pay and guide every salary decision.",
        "body": "**TL;DR:** Companies spend trillions each year on salaries but still guess what to pay. Openroll ends that. Our AI agents reveal exactly how competitors pay – company by company, role by role – and guide leaders through salary decisions in real time.\n\nEarly customers are already closing candidates they used to lose, retaining their best people, and seeing 3X ROI in week one and six-figure P&L impact.\n\nKnow any tech People/HR leaders, CFOs, or CEOs? Let’s connect: [mattias@openroll.com](mailto:mattias@openroll.com)\n\nhttps://youtu.be/WfrVYtrUWmM\n\n**Problem**\n\nImagine playing chess without seeing the board.\n\nThat’s how companies set pay today. Salaries decide who joins, who stays, and who leaves – yet leaders still move blindly.\n\nIn fast-moving markets, the stakes are extreme. Miss the mark and:\n\n• The candidate you need takes a competing offer.\n\n• A top performer walks when they discover they’re underpaid.\n\n• Replacements cost months of time and resources.\n\nDespite salaries being the largest spend in business, companies still rely on industry averages, gut feeling, and overpriced consultants. By the time they get an answer, it’s already too late.\n\nThe consequences of guessing on pay are brutal: lost candidates, frustrated teams, and six-figure mistakes. And even the biggest, most sophisticated companies still make them.\n\n**What We’ve Built**\n\nOpenroll is an agentic AI platform that brings real transparency into compensation for the first time:\n\n* **See competitor pay, company by company:** Know exactly what your peers pay their employees. No averages. No black boxes. Just transparent data.\n* **AI-guided pay decisions:** From setting starting salaries to balancing cash vs. equity, agents guide leaders through the toughest calls.\n* **Speed is survival:** Weeks of manual work and spreadsheets collapse into seconds – giving you the edge to win and keep the people who matter most.\n\n![uploaded image](/media/?type=post&id=94293&key=user_uploads/1762740/cabffc7c-4a3c-4956-be6d-db93d501d7b4)\n\n**Why This Matters**\n\nHere’s what our users say:\n\n“Candidates we used to lose now close in days.”\n\n“We finally know where we stand in the market.”\n\n“Comp decisions that dragged on for weeks now take minutes.”\n\n“For once I know what my competitors actually pay”\n\n**Employees** love Openroll because they know pay is fair and transparent. **Managers** love it because they can act instantly and with confidence instead of wrestling with spreadsheets and guesswork. **Executives** love it because it keeps their teams together and turns compensation into a driver of growth, not risk.\n\nThe pull from tech companies has been great but any organization competing for talent is starting to see Openroll as essential infrastructure.\n\n**Who We Are**\n\n![uploaded image](/media/?type=post&id=94293&key=user_uploads/1762740/3c74d2d1-d720-4719-953e-8d0b235a3d29)\n\nWe are **Mattias Lindell** and **Porsev Aslan**. Over the past year, we’ve lived inside the world of compensation – shadowing HR teams, interviewing leaders, and building alongside early adopters.\n\nWe’ve sat in the rooms where offers were lost and talent walked away, and we’ve refined Openroll hand-in-hand with the companies fighting to keep their people.\n\n**Our Ask**\n\nKnow any CHROs, Heads of People, CFOs, or CEOs who care about retaining top talent? Please connect us.\n\nHave you ever been frustrated by surveys, consultants, or guessing games around pay? We’d love to hear your stories.\n\nReach out at: [mattias@openroll.com](mailto:mattias@openroll.com)",
        "url": "https://www.ycombinator.com/launches/OWr-openroll-the-ai-that-shows-exactly-what-your-competitors-pay",
        "votes": 18,
        "created_at": "2025-10-02T01:47:21.804Z"
      }
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    "id": 31022,
    "name": "Coasts",
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    "website": "https://coasts.dev",
    "all_locations": "",
    "long_description": "A Coast (containerized host) is a local development runtime. Coasts let you run multiple isolated environments for the same project on one machine. As AI coding agents increasingly work in parallel across git worktrees, developers hit painful conflicts — clashing ports, duplicated databases, and fragile per-branch setup. Coasts solve this by giving each worktree its own fully isolated runtime, so multiple agents can build and test side by side without stepping on each other.",
    "one_liner": "Localhost service isolation and orchestration for git worktrees",
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    "industry": "B2B",
    "subindustry": "B2B -> Engineering, Product and Design",
    "launched_at": 1762549706,
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      "Productivity",
      "Design",
      "Web Development"
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    "isHiring": false,
    "nonprofit": false,
    "batch": "Fall 2025",
    "status": "Inactive",
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    "regions": [
      "Unspecified"
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    "stage": "Early",
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      "name": "Pete Koomen",
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      {
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        "full_name": "Jamie Sunderland",
        "title": "Founder/CEO",
        "founder_bio": "Second time YC founder. Former YC Product Engineer (I made the YC investor CRM). I like weird front end things a lot. In a former life I started Cheqout (YC W21), a QR-based ordering platform that grew to over 250 restaurants and $30M GMV during the pandemic. Before that I was a developer on Airbnb's China Risk Team.",
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      {
        "user_id": 3082625,
        "full_name": "Dan Hyman",
        "title": "Founder/CTO",
        "founder_bio": "Senior Engineer and Cloud/AWS expert with experience leading teams building enterprise applications and infrastructure.  In a past life, I was a chef at a James Beard award winning restaurant.",
        "is_active": false,
        "linkedin_url": "https://www.linkedin.com/in/dan-hyman-dev/",
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      {
        "id": 95312,
        "title": "JSX Tool: In-Browser React IDE",
        "tagline": "The AI first IDE for React development",
        "body": "**tl;dr**\n\nJSX Tool is an in-browser IDE that creates a common language between developers and AI for building React UIs. Click any element in the browser to jump straight to the relevant line of code and edit it yourself, or provide precise context to an LLM to make updates.\n\nhttps://www.youtube.com/watch?v=JIIXvN7vhrs\n\n---\n\n---\n\n---\n\n**The Problem**\n\nLLMs have transformed how we write code, yet they consistently struggle with precise UI updates. The common belief is that AI simply doesn’t do well with visual tasks, but the real problem is that we're asking LLMs to understand UI without giving them proper context. They’re great at vibe styling but not great at producing precise UIs.\n\nWhen you prompt an LLM about styling or component changes today, you're describing visual elements through text alone. It's like giving directions without a map. Meanwhile, developers juggle between browser DevTools, their code editor, screenshot tools, and component explorers just to gather enough context to make AI useful for these kinds of tasks.\n\n**Our Solution**\n\nJSX Tool addresses this by letting you click on any element and prompt your LLM with precise DOM context, the exact source component, its styles, and its position in the React hierarchy. Everything happens in one place: inspect, prompt, edit, and see changes instantly. \n\nAnd when AI suggestions aren't quite right, our full IDE is right there in the browser with that same context, so you can jump to the exact line of code you want to edit with a single click. You get the benefits of AI, while keeping the creative control and the nuanced decision-making that UI development demands.\n\nNow developers and AI models share a common language for UI; both can reference the exact same visual elements with clarity, turning LLMs from guessing machines into powerful UI collaborators.\n\n**@Tagging:** In your prompts, you can either type @ and click on a section of your webpage to reference another element relative to the one you’re focused on OR you can type @/ to mention files and directories you want the LLM to have as context in your prompt.\n\n![uploaded image](/media/?type=post&id=95312&key=user_uploads/3082625/2b76e7e0-6efc-4bb5-8b16-86f1cffd6f08)\n\n**CSS Editor:** JSX Tool has a CSS editor that is nearly as feature-complete as the native CSS style editors found in browser element inspectors. Instead of applying your changes to a single element, you can see how your change to a line of JSX code would be applied globally.\n\n![uploaded image](/media/?type=post&id=95312&key=user_uploads/3082625/f911aeb0-3a85-4e30-9042-d49fd4a06d61)\n\n**LSP Integrations:** JSX Tool ships with a lightweight IDE for manually editing code, but still an IDE that does some heavy lifting. The JSX Tool IDE integrates in language servers for common React development tasks, so you can have things like type-checking, auto-complete, and linting upon save. We currently ship with LSPs for Typescript, Tailwind, ESLint, and Prettier.\n\n![uploaded image](/media/?type=post&id=95312&key=user_uploads/3082625/57a590b7-b2c0-41e1-90c3-336c839b7219)\n\nTo learn more or start using the extension, go to [jsxtool.com](https://jsxtool.com)!\n\n_Note: IDE features are currently in app review and will be available in our next release._\n\n**Team**\n\nJamie and Dan grew up in New York City and have been working on projects together for nearly 20 years. Before JSX Tool, we most recently built a mobile app for bypassing news site paywalls.\n\nJamie is a second-time YC founder. Prior to starting JSX Tool, he worked as a Software Engineer at YCombinator on their investor software. He previously co-founded Cheqout, a restaurant technology company that was a part of the YC W21 batch. Prior to his first startup, Jamie worked on Airbnb's China Risk Team.\n\nJamie has had a deep interest in higher-order and visual programming for a while. He previously built a version control system to diff and merge structured, non-textual assets. Many of the technical problems encountered in that project were very similar to those encountered in JSX Tool.\n\nDan worked most recently as a Senior Software Engineer at Everblue, where he led engineering teams building workflow applications to power US government systems. Prior to that, he worked as a Senior Cloud Engineer at Sela US. He got his start in tech in the world of React and has since returned to his roots. In a former life, he was a Chef at a James Beard award-winning restaurant.\n\n![uploaded image](/media/?type=post&id=95312&key=user_uploads/89898/dc4d88be-c544-45e6-9936-8dd8f08e80aa)\n\n",
        "url": "https://www.ycombinator.com/launches/OnI-jsx-tool-in-browser-react-ide",
        "votes": 53,
        "created_at": "2025-11-09T16:01:49.332Z"
      }
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    "name": "Multiplier",
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    "website": "https://multiplier.ai",
    "all_locations": "New York City, NY, USA",
    "long_description": "Multiplier helps institutional investors research stocks and manage their portfolios. We're live with six hedge funds, and our users spend 4+ hours a day in the platform.\r\n\r\nInvestors who try \"nearly every tool on the market,\" to quote a client of ours, \"wind up with an unwieldy collection of fragmented point solutions.\" Those who focus on building a great setup with general agents are instead \"signing up for a full-time job.\" So we deploy a platform called Multiplier that unifies structured data, unstructured data, AI work, human work, and tacit firm knowledge in one secure, governed, customized application.\r\n\r\nOur first vertical: independent equity funds with $250M-$5B of assets. They know AI is essential for staying relevant, but they don't have the time or talent to figure out what to do about it. But once we deploy Multiplier––\"We used to spend 80% of our time gathering information and 20% of our time acting on it,\" said one customer. \"Multiplier has flipped those percentages.\"",
    "one_liner": "Agent harnesses for asset managers",
    "team_size": 3,
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    "subindustry": "B2B",
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    "url": "https://www.ycombinator.com/companies/multiplier",
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    "city": "New York City",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/multiplier-dot-ai",
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      "url": "https://www.ycombinator.com/people/david-lieb"
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        "user_id": 3405246,
        "full_name": "Ian McInnis",
        "title": "Founder/CEO",
        "founder_bio": "Princeton Mathematics, 4.0, Shapiro Prize, Behrman Fellow, ΦΒΚ early election, ΣΞ induction & outstanding research award, researcher (check ArXiV), novelist (check nowhere) | Investor and builder of LLM investment systems at Bridgewater Associates, the world's largest hedge fund | Classically trained Shakespearean actor\n\n",
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        "linkedin_url": "https://www.linkedin.com/in/imj-mcinnis/",
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        "user_id": 3276162,
        "full_name": "Benjamin Finch",
        "title": "Founder/CEO",
        "founder_bio": "Before WithAI, Ben was the founding researcher and chief of staff at unicorn AI lab Sentient. He oversaw prompt security and multi-agent coordination work and built a million-strong community.\n\nHe received a bachelor's and a master's in Electrical and Computer Engineering Magna Cum Laude from Princeton, writing acclaimed theses on solar power investment and a novel blockchain design to solve coordination issues in Energy. He grew up in Maryland, Mongolia, Kenya, and Indonesia.",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/ben-finch-3a82471b5/",
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        "title": "Founding Engineer",
        "url": "https://www.ycombinator.com/companies/multiplier/jobs/FULAL7W-founding-engineer",
        "location": "New York, NY, US",
        "type": "Full-time",
        "role": "Engineering",
        "role_type": "Full stack",
        "salary_range": "$150K - $300K",
        "equity_range": "1.00% - 4.00%",
        "experience": "1+ years",
        "visa": "US citizen/visa only",
        "skills": [
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      {
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        "title": "WithAI – Custom command centers for hedge funds",
        "tagline": "We help institutional investors research stocks and track their portfolio using AI.",
        "body": "We're Ian and Ben, co-founders of WithAI. WithAI helps institutional investors use AI to research stocks and manage their portfolios. We forward-deploy to set up Multiplier, a secure platform that teaches AI how the fund works and connects it to all the needed tools, files, data, and context, so that investors can use the full strength of today's agents without taking on a second job as Claude-wrangler. After three months, we're live with multiple clients, doing &gt;$100k ARR. If you know a fundamental equity investor, we'd love to meet them. Email [ian@withai.co](mailto:ian@withai.co).\n\n<https://www.youtube.com/watch?v=S_ZhD9Y60GQ>\n\nAI has radically transformed coding. But in finance, super-sharp, highly-paid people are spending 2026 combing through an inbox full of PDFs, updating models in Excel, and eyeballing Bloomberg charts. Multiplier packages everything necessary to change that! It includes secure inference endpoints, changelogs, ontology maintainance, guardrails, and VM infrastructure, and it's all hosted on client servers. With a mix of open-source protocols and WithAI elbow grease, Multiplier connects to all the research, tools, and data used at a given firm. We conduct face-to-face interviews so we can give AI the tacit knowledge it needs to work at _your fund specifically_; gaps get filled by user feedback to the AI. Our interface––more like an IDE than a collection of chatboxes––makes oversight, guidance, and participation natural. Early clients have called Multiplier \"a tremendous proprietary knowledge flywheel\" and \"hugely insightful, a massive force multiplier.\" (In fact, that's where we got the name.) \n\nBen and Ian became fast friends building a deeptech investment group together (still going strong) and reunited because they'd independently hit on this idea. Ben, working on enterprise AI as founding researcher at Sentient Labs, saw what stopped his clients from accelerating like his engineers and wanted to productize the solution for the industry he knew best––investing. Ian, (profitably) overseeing an (undisclosably large) equity book at Bridgewater Associates, hacked together AI tools to help himself. They had a call to catch up one night and were spooked how they'd come to the same ideas.\n\nIf you know someone who picks stocks for a living (at a hedge fund, mutual fund, family office, etc.), we'd love to meet them. Get in touch at [ian@withai.co](mailto:ian@withai.co). Thanks so much!",
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    "long_description": "Companies today are growing faster than ever with smaller teams. The best AI-native companies don’t just need more users - they need more of their users becoming power users. Userlens makes it possible for lean teams to drive product adoption proactively, at scale.\r\n\r\nUserlens is building the AI product adoption expert. Our goal is to help every user at every company get more value from the product they already use.\r\n\r\nMost teams still rely on onboarding flows, lifecycle emails, support docs, and reactive CSM outreach. Userlens breaks that ceiling. Lumi watches how users actually use your product, spots when they’re ready for the next feature, workflow, or habit, and nudges them at exactly the right moment.",
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        "full_name": "Ankur Dahama",
        "title": "Founder/CEO",
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        "full_name": "Hai Ta",
        "title": "Founder",
        "founder_bio": "Co-founder at Userlens",
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        "title": "Userlens - AI CSM that never misses churn",
        "tagline": "Userlens gives you 100x CSMs",
        "body": "Hey folks 👋\n\nWe’re [Ankur Dahama](https://www.linkedin.com/in/ankurdahama/) and [Hai Ta](https://www.linkedin.com/in/anhaita) - co-founders of [Userlens](https://userlens.io/).\n\n<https://youtu.be/0wsD-3wxkZc>\n\n# TL;DR\n\nUserlens is an AI CSM that monitors every account like your best CSM monitors your top 5. It catches churn months before renewal, builds QBR decks on your playbook, and tells your team exactly what to say.\n\n# Our story\n\nAt our last startup (Wudpecker), we had 25K users, 1,000+ customers, and zero idea who was about to churn. We flew blind. Accounts died quietly, and we only found out at renewal. So we built the tool we wished we had.\n\n# Userlens - Your 100x CSM that prevents churn\n\nUserlens watches every account the way your best CSM watches your top five.\n\nIs a renewal coming up at one of your accounts? Userlens already knows 5 users stopped using your new AI feature last month, the champion changed roles, and there's a frustration thread buried in Slack your team never saw.\n\nBefore your CSM opens the account, the talking points and QBR deck are ready — built on your team's templates and playbook.\n\nIt does this across your entire book of business. Every account gets the attention that your best CSM gives your top 5.\n\n# Why our customers love us:\n\n* **Quartr (10M ARR):** went from **40 accounts per CSM to 200** — with the same team, all while growing from **1M to 10M ARR in a year**. Their NRR has increased by **18% in 3 months** with us.\n* **Smartly (200M ARR):** their performance of CSMs in customer meetings and QBRs has gone absolutely vertical. We’ve predicted (and prevented) **23 6-figure deals** in churn risk already in a month!\n\nConnects to your **Product analytics** (Posthog, Amplitude, Mixpanel, Segment), **CRM** (HubSpot, Salesforce, Attio), **Billing** (Stripe), and Support tools (Intercom, Pylon).\n\n**Setup takes a day**. And we do up to 3 months of historic data import during pilots.\n\nWe lost accounts at our last startup because nobody told us what was happening until it was too late. Userlens makes sure that never happens to you.\n\n**For YC companies — free for 3 months.** We'll get you set up in a day.\n\nBook demo: <https://cal.com/hai-ta-lil5ul/30min-with-hai-cofounder-ycbfl>\n\n**Know CS leaders at a B2B SaaS company?** We'd love a warm intro.",
        "url": "https://www.ycombinator.com/launches/Psr-userlens-ai-csm-that-never-misses-churn",
        "votes": 24,
        "created_at": "2026-04-07T19:18:01.670Z"
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    "id": 31495,
    "name": "Mentlio",
    "slug": "mentlio",
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    "website": "https://mentlio.com",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "Mentlio an applied research lab focused on optimizing AI ROI for the modern enterprise. We help engineering teams draw a line between their AI spend and delivery, per engineer. We then cut ~30% of AI spend via Mentlio's custom ML-based intelligent routing, context optimization, and prompt compression.",
    "one_liner": "Engineering Intelligence and Token Optimization for the AI-Coding Era",
    "team_size": 0,
    "industry": "B2B",
    "subindustry": "B2B",
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    "api": "https://devasheeshg.github.io/yc-api/batches/summer-2026/mentlio.json",
    "year_founded": 2026,
    "city": "San Francisco",
    "country": "US",
    "linkedin_url": "https://www.linkedin.com/company/mentlio/",
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    "primary_partner": {
      "name": "Pete Koomen",
      "url": "https://www.ycombinator.com/people/pete-koomen"
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    "founders": [
      {
        "user_id": 2693539,
        "full_name": "Ashank Shah",
        "title": "Founder/CEO",
        "founder_bio": "Building Mentlio | Prev. CS @ Caltech | Researched generative and graph-based DL for biomedical problems @ Dartmouth Health.",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/ashank-shah/",
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      {
        "user_id": 2587306,
        "full_name": "Ahmet Demirbas",
        "title": "Founder/CTO",
        "founder_bio": "Tokenmaxxing → ROImaxxing | Prev CS @ Caltech | 5x Published ML, NLP, Agents Research @ IEEE, ACM, BMC",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/ahmet-demirbas7/",
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    "news": [
      {
        "title": "Factory Acquires Mentlio: Building Intelligent Token Allocation for the Software Factory",
        "url": "https://factory.com/news/mentlio",
        "date": "Oct 09, 2026"
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      {
        "id": 111055,
        "title": "Mentlio: Engineering Intelligence & Token Optimization for the AI-coding Era",
        "tagline": "The spend and ROI command center for the modern engineering org ",
        "body": "**TL;DR:** Mentlio is the engineering intelligence platform for the AI-coding era. We help engineering organizations cut AI costs by up to 30% and finally see what ROI that spend is actually producing. All without ever collecting your prompts or source code.\n\n**Launch Video**\n\n<https://youtu.be/-28j9HvTYV0>\n\n**Problem**\n\nEvery engineering org is now an AI org. Token usage is growing exponentially, and so is the bill. The following questions have been largely unanswered:\n\n* How can we cut our usage-based AI spend without bottlenecking usage or efficiency?\n* What ROI are we getting for every dollar of AI spend?\n* To what extent is AI-generated code creating quality debt?\n\nBrian Armstrong recently laid out how Coinbase is reducing AI spend while token usage grows exponentially on X: better defaults, smarter routing, cache awareness, lean context, and full visibility into usage and impact. \n\n![uploaded image](/media/?type=post&id=111055&key=user_uploads/2693539/7bf48740-dd37-4015-9da9-ec0f9bd900ed)\n\nCoinbase built a custom harness, LLM gateway, routing, and usage visibility internally. We believe they have the right thesis, but most engineering orgs don’t want to run on a custom harness. **Mentlio gives every eng team a better version of those savings &amp; visibility without changing any workflows.**\n\n**Solution**\n\nMentlio gives you:\n\n1. **ROI.** We translate every PR into normalized units of work: Delivery Points. We consider associated spend, code reusability, and historical patches to turn \"we spend $X on AI\"  -> \"we spend $X per impact point.” compared to industry data. \n2. **Cost intelligence + optimization.** See exactly where AI spend goes across teams, tools, and models. Optionally catch and cut waste across cache misses, oversized models on trivial tasks, bloated context and cut it without capping/bottlenecking accuracy. \n3. **Quality signal.** AI-assisted code that ships fast but breaks later isn't a win. We connect AI usage to delivery and quality outcomes so you can see the full picture\n\nWe’re the only platform with the above capabilities that never collects prompts or source code.\n\n**Our Asks**\n\nIf you are or know a Head of Eng, VP Eng, CTO, or platform lead at a 15+ engineer org with real AI spend, reach out! You can book a demo at[ mentlio.com/intro](http://mentlio.com/intro) or reach us at [founders@mentlio.com](mailto:founders@mentlio.com).\n\n**The Team**\n\nAshank and Ahmet met while studying Computer Science at Caltech while they were working part-time Founding Engineer roles at Series A and Seed stage startups. Ashank previously researched generative image AI &amp; graph deep learning for pathology, genomics, and drug design at Dartmouth &amp; Purdue and won internationally at the International Science &amp; Engineering Fair &amp; Junior Science &amp; Humanities Symposium. Ahmet previously published his research in transformers and AI in IEEE, BMC AI, and ACM and also won internationally at the National AI Olympiad, International Science &amp; Engineering Fair, and was named a Top 300 Science Scholar by Regeneron.   \n\n![uploaded image](/media/?type=post&id=111055&key=user_uploads/2693539/d04ec655-df84-4d43-836d-160313b4b133)\n\n",
        "url": "https://www.ycombinator.com/launches/StD-mentlio-engineering-intelligence-token-optimization-for-the-ai-coding-era",
        "votes": 88,
        "created_at": "2026-08-18T22:00:00.168Z"
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    "id": 32088,
    "name": "Roma",
    "slug": "roma",
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    "website": "https://roma.app",
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    "long_description": "Roma is the to-do list that does itself. Two of our three founders have been through YC before: Jan built Loom (W12, acquired by Dropbox) and Tobi built Senic (S13, acquired by Gira).\r\n\r\nMost of the work we do starts and ends with a task. So we're rebuilding something everyone already uses: the to-do list that becomes your everyday assistant, the one place that already knows everything you need done.",
    "one_liner": "Roma is the to-do list that does itself",
    "team_size": 3,
    "industry": "Consumer",
    "subindustry": "Consumer",
    "launched_at": 1789406521,
    "tags": [
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      "Productivity",
      "AI Assistant"
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    "nonprofit": false,
    "batch": "Fall 2026",
    "status": "Active",
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    "stage": "Early",
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    "url": "https://www.ycombinator.com/companies/roma",
    "api": "https://devasheeshg.github.io/yc-api/batches/fall-2026/roma.json",
    "year_founded": 2026,
    "city": null,
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    "linkedin_url": "https://linkedin.com/company/romaromahq",
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    "primary_partner": {
      "name": "David Lieb",
      "url": "https://www.ycombinator.com/people/david-lieb"
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        "user_id": 24212,
        "full_name": "Jan Senderek",
        "title": "Founder/CEO",
        "founder_bio": "Co-founder / CEO at Roma (YC F26). Previously founder at Loom (YC W12 - acquired by Dropbox).",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/jansenderek/",
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        "user_id": 38750,
        "full_name": "Tobias Eichenwald",
        "title": "Founder",
        "founder_bio": "Currently Co-Founder of Roma (F26). Previously Co-Founder of Senic (YC S13), acquired by GIRA. Programmer and designer. 3x Red Dot Award winner. Love to run and sketch.",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/tobias-eichenwald",
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      {
        "user_id": 3699419,
        "full_name": "Cody Osborne",
        "title": "Founder",
        "founder_bio": "Building something new at YC (F26). Writer, director, and entrepreneur with nearly two decades of experience in brand marketing and creative. Previously agency creative at Goodby Silverstein & Partners and 72andSunny, in-house director at Dropbox, and co-founder of The Goondocks, an award-winning creative studio.",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/a-cody-osborne-3845b54/",
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      {
        "id": 117892,
        "title": "Roma: The to-do list that does itself",
        "tagline": "We're reinventing the to-do list so it does the work for you.",
        "body": "**TL;DR:** Roma is the to-do list that does itself. It's the original productivity tool reinvented. The task list you already keep, remade so the tasks actually get done.\n\n<https://youtu.be/6bEw1OBRTkU>\n\n### The original\n\nFrom pen and paper to apps on a phone, the to-do list has stood the test of time. It's the original productivity tool, and the one tool everyone has used at least once.\n\nYou can't say that about many things, especially as technology advances. But whether you have one task or seventeen, there's a to-do list in your head, in your pocket, or on your desk right now.\n\nSince the beginning, all to-do lists have made the same promise: write the task down so you can stop worrying about it. The catch is that you always have to come back and do it yourself. So the tasks pile up.\n\n### The problem\n\nWhen AI became smart enough to actually help you get things done, we did what a lot of people did and built our own agents. It was hard. It took forever. Even when it worked, it didn't work the way we wanted. \n\nThen the AI Assistants arrived, promising to handle things for you. People love them. That's the clearest sign the demand is there.\n\nBut the work never stay put. It lives in one chat, then another, then an inbox, then a doc somewhere. Instead of doing the work, you're tracking the work down.\n\n### Reinventing the to-do list\n\nThat's why we're playing the long game and not building another assistant. We're reinventing the original productivity tool: the to-do list.\n\n**Roma is the to-do list that does itself.** \n\nThat sounds possible with AI, but it's really hard to get right. You have to be able to add a task for anything and the system has to figure out what you meant, get to work on multiple things in the background, sort it into the right project, and surface it at exactly the right time. \n\nSo that's where we spent most of our time building Roma. Underneath Roma is a harness built to take a task from idea to execution. And on top, it feels as simple and light as the to-do list that you're used to. \n\n### What it feels like\n\nRoma gets real tasks done. But what you notice first is what it does to your mind. You realize you haven't thought about that one task in hours, because it's being handled. You walk into a meeting prepared. You close your laptop with a clear head.\n\n### Why us\n\nWe're Jan, Tobi, and Cody. Jan previously built Loom (YC W12, acquired by Dropbox), and Tobi built Senic (YC S13, acquired by Gira). \n\n![uploaded image](/media/?type=post&id=117892&key=user_uploads/24212/d1545e35-9497-4e2f-a4f9-34f6420684e6)\n\n### Where this goes\n\nWe're only scratching the surface of what Roma can do. As Roma takes on more of your work, the to-do list becomes the place you hand off everything. \n\nWe're going to connect with the apps and assistants you're already using. So whatever you're working on, Roma becomes the center of how it gets done. \n\nWe're only scratching the surface of what Roma can do, and we can't wait to hear what you think.\\\n\\\n**Try Roma:**\n\n* Website: <https://roma.app>\n* Mac &amp; iOS: <https://roma.app/download>\n\nWe're very excited to hear what you all think!",
        "url": "https://www.ycombinator.com/launches/UfU-roma-the-to-do-list-that-does-itself",
        "votes": 8,
        "created_at": "2026-10-06T14:00:02.142Z"
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    "id": 32121,
    "name": "Moonshot",
    "slug": "moonshot-computer",
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    "website": "https://moonshot.computer/",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "We want to bring AI agents to a billion people.\r\n\r\nTo do this, we believe it needs to be 1. proactive and 2. personal. A billion people already carry the right device, but none of them have the right connector.\r\n\r\nMoonshot is personal intelligence that lives on your iPhone and listens to you 24/7. It continuously builds up a greater understanding of you through constantly listening and building context. It just pays deep attention, the way a good friend does. Through this, Moonshot monitors your conscious and subconscious life, figuring out what you need before you know, reminding you about open loops, identifying life and emotional trends before you recognize it, and covering a lot more of what we gloss over in daily life.\r\n\r\nFor fifty years, software has waited to be asked. We think tools are just good enough to flip this, and the next great software will provide value before asking for something first. We're doing it through Moonshot.\r\n\r\nOur thesis is simple: you're only living half your life. The half that you actively remember. The other half just evaporates into your subconscious: what you said, felt, promised, and forgot. It's the more interesting half, and until now nothing could catch it, making it not actionable.\r\n\r\nMoonshot catches your subconscious half and understands you well enough to take actions on your behalf.\r\n\r\nTake life personally.\r\n\r\nThe iOS app is designed around ambient listening and clear user control. Short microphone chunks are sent securely to Moonshot's private transcription service and deleted when transcription finishes. Text and selected context can be sent through Moonshot's server to a model when the app needs to understand a moment. Nothing leaves without your yes. The privacy policy explains every data path, stored copy, permission, and deletion control in detail.\r\n\r\nMoonshot is in early access. Join the waitlist to hear when access opens, read more about the team and product on the About page, or use the Contact page for a direct written response from the Moonshot team.\r\n\r\nLet's make it a Moonshot.",
    "one_liner": "agents for the rest of us",
    "team_size": 3,
    "industry": "Consumer",
    "subindustry": "Consumer",
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    "city": "San Francisco",
    "country": "US",
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    "primary_partner": {
      "name": "Diana Hu",
      "url": "https://www.ycombinator.com/people/diana-hu"
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      {
        "user_id": 2384611,
        "full_name": "Ojas Kandhare",
        "title": "Founder/CEO",
        "founder_bio": "goofing",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/ojas-kandhare-74b349212/",
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      {
        "user_id": 2613840,
        "full_name": "Tario You",
        "title": "Founder/CTO",
        "founder_bio": "mooning",
        "is_active": true,
        "linkedin_url": "https://www.linkedin.com/in/tario-you",
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    "id": 34597,
    "name": "Sentient OS",
    "slug": "sentient-os",
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    "website": "https://sentient-os.ai",
    "all_locations": "San Francisco, CA, USA",
    "long_description": "Truly personal AI requires running inference on your life, every day. In the cloud, that’s expensive and a privacy nightmare. On your own chip, it’s free and private.\r\n\r\nOur custom inference stack, built on a LiteRT-LM fork, runs on Macs with just 8 GB of RAM. Every night, Sentient’s on-device models process your emails, messages, Granola transcripts, files, and more, building a rich personal knowledge base on your Mac.\r\n\r\nYour projects, conversations, commitments, and preferences. Context you’d never have the time to type into a chatbot.\r\n\r\nThat understanding powers three ways to get work done:\r\n\r\nSidekick: click your Mac’s notch and say “finish this for me.” It already has your context and gets to work across your apps and browser with its own cursor, while you keep working.\r\n\r\nProactive intelligence: wake up to work already prepared. The reply you forgot, drafted. The subscription renewing tomorrow, caught. The report you promised, ready for review. Sentient waits for your approval before acting.\r\n\r\nDouble Tap: two taps, two seconds, and the reply you would have written appears, drafted from your personal context and writing style. Just review and send.\r\n\r\nOpen source and built with privacy at its core. Over 30 enterprises use Sentient already.\r\n\r\nOur alpha reached 4,000+ users in its first week with $0 marketing. Our launch was the top post of the month on r/macapps.\r\n\r\nWe’ve raised over $1 million with participation from Y Combinator (F26), Afore, Pioneer Fund, and a16z speedrun’s scout fund.",
    "one_liner": "On-device AI that knows your entire life and does your work overnight.",
    "team_size": 2,
    "industry": "B2B",
    "subindustry": "B2B -> Productivity",
    "launched_at": 1787571928,
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