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.