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Octopoda

Open-source memory and observability layer for AI agents with loop detection and audit trails

PlatformWebfreemiumglobal

Octopoda is an open-source memory and observability layer for AI agents, providing persistent memory, loop detection, hash-chained audit trails, and a live dashboard that activates automatically on pip install. It integrates with frameworks like LangChain, CrewAI, and AutoGen for developers building multi-agent systems.

Categories
developer-toolsai-observability

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Behind the summary, Matchbox keeps a richer profile of Octopoda - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

  • Problem & pain-point mapping
  • Who we surface it to (audience fit)
  • What it's a strong alternative to
  • Trust & credibility signals

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