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Give your AI Agents a Brain
Octopoda is an open source infrastructure layer that gives AI agents persistent memory, automatic loop detection, and full observability. Agents forget everything between sessions.
Octopoda fixes that with a remember/recall API that survives restarts, crashes, and deployments. The loop detection system monitors 5 signals to catch agents stuck repeating themselves before they burn your API budget, with real-time cost estimation showing exactly how much each loop wastes.
A built-in dashboard shows every agent's health score, memory explorer with version history, audit trail logging every decision with reasoning, and a timeline replay that lets you scrub through everything your agent did step by step. Works with LangChain, CrewAI, AutoGen, and OpenAI Agents SDK with one-line integrations.
Runs locally with SQLite or connects to cloud with one environment variable. Free tier, MIT licensed. 177 signups, 120 GitHub stars, zero marketing spend.
Octopodas se lanzó en What Launched Today el April 24, 2026. Clasificado #3 de 15 lanzamientos el April 24, 2026. Uno de 2 productos de ai agents lanzados esa semana. Sé el primero en votar este lanzamiento. Give your AI Agents a Brain
10/100
I beat mem0 on long eval memory and could not care less
Hacker News · July 15, 2026
The Morality of AI in Warfare, What Is the Future?
Hacker News · April 15, 2026
The Truth No One Tells you about AI Agents until its too late
Reddit · May 22, 2026
Built an MCP server that turns Claude Code into a full agent operating system with persistent memory, loop detection, and audit trails
Reddit · March 27, 2026
built something that gives AI agents a brain, is this actually useful or am i deluded
Reddit · March 27, 2026
After 6 months of running AI agents in production I think the framework you pick barely matters. The thing that kills them is something else.
Reddit · May 24, 2026
Heavy API users - How much money are you burning through each day / month?
Reddit · April 20, 2026
built a dashboard that shows what your LangChain agents are actually doing between runs
Reddit · April 15, 2026
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