@itsthatlady.dev: Here's something nobody talks about when building AI agents - agent memory isn't one problem - it's actually a four-in-one. I learned this the hard way with Axel, an AI receptionist I built for my brother's auto shop. First-time callers? Got a smooth, human-like experience. Then the same people called back and Axel had zero memory of who they were or what they'd already discussed. Turns out there are four distinct memory layers every agent needs: — Who is this person? — What did we talk about before? — How does this business actually work? — What's happening in this conversation right now? I went down a rabbit hole learning all about this and @oracledevelopers had a really great GitHub repo that helped me understand everything better. Deciding what an agent remembers, what it forgets, and who it keeps separate is a whole engineering discipline. Read more about my thoughts on this in my latest blog an dlet me know what you think! Have you ever considered becoming an AI Memory Engineer? Blog linked in comments.