Agent Memory
Agent Memory Isn't RAG: Why Vector Retrieval Falls Apart for Stateful Agents
Vector similarity search answers what text is topically related — but long-running agents need to know what is true right now. Conflating the two is why agents keep resurrecting overturned decisions.
July 2, 2026 · 8 min read