Why your AI agents have goldfish syndrome —and...

After three months of watching my AI trading bot re-reason from scratch every single session, I built something to fix it. This is the technical story of what I built, why the obvious solutions didn’t work, and what we learned along the way. The problem no one talks about honestly Every AI agent framework demo looks impressive. The agent reasons well, remembers context within a conversation, and produces coherent output. Then you restart it. Everything is gone. Every preference the user stated.