How I gave AI agents persistent memory without a database

AI agents natively lose context between sessions, leading to the amnesia problem. Instead of spinning up heavy vector databases or SQL instances, this approach demonstrates how to build lightweight, persistent memory for autonomous agents using a much simpler architecture....