
Introduction The persistent struggle to give artificial intelligence a reliable sense of history has finally met its match with the introduction of a specialized memory layer that transcends simple chat logs. As autonomous agents become more integrated into professional and personal workflows, the limitation of their short-term recall has moved from a minor annoyance to a critical bottleneck. The recent










