Octopoda

Octopoda is an AI agent infrastructure platform that gives developers persistent, shared memory, semantic fact extraction, a knowledge graph, real-time monitoring, anomaly detection and instant crash-recovery for multi-agent systems; its AI layer automatically turns raw agent text into structured, searchable facts and enables cross-agent semantic search and coordination across frameworks (LangChain, OpenAI, CrewAI, etc.), so teams can ship more reliable, auditable, and context-rich agents to production with minimal setup.