AI Agents Don't Need More Memory. They Need Governed Recall.

Most AI Agent Memory discussions start from the same assumption: If the agent forgets, give it more memory. More chat history. More retrieved documents. More summaries. More vector storage. More context window. More persistence. But the more I look at real agent workflows, the more I think this fram