RyjoxTechnologies/Octopoda-OS

About

The open-source memory and observability layer for AI agents. Persistent memory, loop detection, audit trails, and a live dashboard — automatic on pip install.

Live fleet overview: agent health, operations volume, per-agent scores, the anomaly stream, and the loops caught before they burned tokens. The same dashboard runs locally and in the cloud.

Octopoda is the layer between your AI agents and a production system that behaves. You write your agent however you like — plain Python, LangChain, CrewAI, AutoGen, the OpenAI Agents SDK, or MCP — and Octopoda sits underneath and handles four things agents consistently get wrong:

It runs locally with one pip install and zero infrastructure.…

Excerpted from github.com/RyjoxTechnologies/Octopoda-OS