Your AI agent is brilliant for exactly one conversation. Then it forgets everything.

It doesn't remember that the user prefers dark mode. It can't recall that it already solved this exact problem last Tuesday. It has no idea which approach worked and which one failed.

Most developers fix this by duct-taping a vector store, a Redis cache, and a...