You ship an agent. It works well in the demo. Users start using it daily. After a week, someone asks: "Why did you suggest the same thing you suggested on Monday? I told you that didn't work."

Your agent has no answer because it has no memory of Monday. Or worse, it has a memory of Monday but no idea that Monday's approach failed.

This is the...