Agent Memory: An Anatomy

2026-05-27

Agent memory systems are better understood as a pipeline of extraction, storage, and retrieval rather than a single magical “memory” feature. Agent libraries compress conversations into facts, store them in vectors/tables/graphs, retrieve them later, and struggle with contradictions, stale context, procedural memory, and future intentions.