Most “agent memory” is stored state — and state needs governance.
In practice, agent memory is stored state: chat history, documents, retrieval results, or structured notes saved to a database.
What you store (and how you retrieve it) changes the next model call — which can change decisions and tool calls downstream.
If the stored state is wrong, stale, or out of scope, the agent can behave confidently while being incorrect.