Edward Izgorodin

A developer argues that AI agent memory APIs often discard the relationships between stored facts, returning flat ranked lists that can mislead agents. The piece highlights that while bitemporal model…

A paper by Orogat and Mansour argues that agent memory should not be treated as a database, identifying four failure modes when memory is handled like storage. The authors propose Governed Evolving Me…