Is Agent Memory a Database? Rethinking Data Foundations for Long-Term AI Agent Memory

Abdelghny Orogat, Essam Mansour

Long-running AI agents need persistent memory. Memory supports learning across sessions, reduces repeated context injection, and enables auditing of past decisions. Current agent m…