Give your AI agents persistent memory, loop detection, and crash recovery. Open source, runs locally or cloud. pip install octopoda.

AI agents forget everything between sessions. No visibility into what they know, no audit trail, no way to roll back when things break. Octopoda fixes this. Persistent memory, semantic search, shared knowledge between agents, version history, conflict detection, loop detection, audit trail, and snapshot recovery. All with a real-time dashboard to see inside your agent's brain. Works with LangChain, CrewAI, AutoGen, and any Python framework. Three lines of code. 300+ devs signed up in week one.

Persistent local memory with hardware-speed recall. No cloud dependency, no usage tax, resilient beyond RAM and connectivity.