{"id":115489,"title":"Memorable: graph procedural memory for AI agents. Stop re-teaching your agents!","tagline":"Memorable gives AI agents procedural memory so they stop re-deriving the same workflow every time — cutting tool calls 60% and latency 40%.","body":"# **_| TL;DR:_** Memorable records the tool calls an agent made to run a task, reuses that workflow on similar tasks instead of re-deriving through reasoning from scratch. –60% tool calls, –40% latency.\n\n\u003chttps://youtu.be/3m9I1zHSMPk\u003e\n\n**Memorable turns agent reasoning into a graph search problem.**\n\n1. We **capture your agents' traces** and store them as a lightweight graph.\n2. When a similar prompt arrives, we **extrapolate a workflow with a graph search.**\n3. We **inject a short pointer** (50 to 100 tokens) into the prompt.\n\n![uploaded image](/media/?type=post\u0026id=115489\u0026key=user_uploads/2164442/8a549d1f-423e-4011-90b8-d8e0145a1323)\n\n# **So the agent runs deterministically instead of re-deriving a plan every. single. time.**\n\n### **_Forget tokenmaxxing._**\n\n**We're graph-first and anti-text so you SAVE time, tokens, and money.**\n\n* **–60% tool calls** and **–40% latency** on [**QM's**](https://github.com/yc-software/qm) benchmarks\n* **–20% turns** in [**Gbrain**](https://github.com/garrytan/gbrain) bench, ran [**GStack’s**](https://github.com/garrytan/gstack) /investigate skill with **–98% tokens**\n\n**Do your agents need procedural memory?**\n\n* Memorable is for anyone running agents that do the same work more than once.\n* We've built for **coding, support, ops, research, company brain, and browser/computer-use agents.**\n* If you find yourself repeatedly having to correct or guide your agents, they need procedural memory!\n\n### **Imagine a world where your agents don’t reason.**\n\n* Most agent memory layers store facts using text: preferences, docs, past chats, while Memorable stores procedures: the steps an agent takes to achieve an outcome.\n* We are able to encode this graphically using nodes and edges, making it incredibly agent-friendly and token-efficient, allowing most agents to skip the preliminary planning step altogether.\n\n**Try Memorable, your agent will onboard you!**\n\n```\nnpx memorable-cli\ncurl -fsSL https://memorable.sh/install.sh | sh\n```\n\n* Compatible with **Claude Code, Codex, Cursor, and Claude Cowork**\n* You can try it out live in [**QM**](https://github.com/yc-software/qm) and [**Gbrain**](https://github.com/garrytan/gbrain) (thanks [**@Joshua France**](https://bookface.ycombinator.com/user/211454) \u0026amp;\n\n  [**@Garry Tan**](https://bookface.ycombinator.com/user/678)!)\n* Procedures live encrypted in your own cloud, or run entirely local.\n\n![uploaded image](/media/?type=post\u0026id=115489\u0026key=user_uploads/2164442/59c2f411-3d34-482a-ba18-a03e14ecc4e2)\n\n**Memorable Team**\n\n* [**Nikhil Krishnaswamy**](https://bookface.ycombinator.com/user/2164442) \\[Stanford CS\\]: created an iOS MCP interning at AGI Inc, research published in COLM and IEEE\n* [**Advaiyt Sane**](https://bookface.ycombinator.com/user/3250603) \\[Carnegie Mellon CS\\]: built dev tools at Nvidia that create 50k AV tests a month\n\n**We are looking for design partners!**\n\n* Would love to chat with teams **deploying agents at volume** (high tool-call or token spend, repeated workflows) willing to **pilot as design partners.**\n* Open to **custom harness and framework integrations** for your interesting use cases\n\nEmail [info@memorable.sh](mailto:info@memorable.sh) and we'll spend a day solving your memory problems with you, plus:\n\n* LIFETIME of Memorable Pro FREE\n* Reach out to us about anything agent memory-related, whether or not you use Memorable :)\n\nand grab a slot: [**cal.com/team/memorable/30**](http://cal.com/team/memorable/30)\n\n[website](https://memorable.sh) | [docs](https://memorable.sh/docs) | [try memorable](https://memorable.sh)\n\nLet's build something Memorable!","slug":"U2j-memorable-graph-procedural-memory-for-ai-agents-stop-re-teaching-your-agents","created_at":"2026-09-17T19:00:00.406Z","updated_at":"2026-09-19T09:45:19.529Z","total_vote_count":6,"url":"https://www.ycombinator.com/launches/U2j-memorable-graph-procedural-memory-for-ai-agents-stop-re-teaching-your-agents","share_image_url":"https://www.ycombinator.com/media/?type=post\u0026id=115489\u0026key=user_uploads/2164442/8a549d1f-423e-4011-90b8-d8e0145a1323","company":{"id":36906,"name":"Memorable","slug":"memorable","url":"https://www.memorable.sh/","logo":"https://bookface-images.s3.amazonaws.com/small_logos/044e23bebf5afa8daf2de443d127002bbc57895a.png","batch":"Summer 2027","industry":"B2B","tags":["Developer Tools","Infrastructure"],"search_path":"https://bookface.ycombinator.com/company/36906"}}