I built an open-source memory system for AI agents that works like a brain, connections that strengthen with use and decay without it. Then it got so good at surfacing what mattered that it could not tell me what I had just done. The bug was not in the ranking. It was that I had one query where I needed two.

The first time an AI agent remembers something useful, it feels like product magic. The first time...

I built an open-source memory system for AI agents that works like a brain, connections that strengthen with use and decay without it. Then it got so good at surfacing what…