Built an open source memory layer for local AI agents, runs fully offline, no cloud needed

I built an open source memory layer for AI agents called Octopoda. Runs entirely locally, no cloud, no API keys, no external services. Everything stays on your machine. The problem is pretty simple. Agents forget everything between sessions. Every time you restart your agent it starts from scratch like you never talked to it. I kept building hacky workarounds for this so eventually I just built a proper solution.