Context poisoning: how bad information breaks agent reasoning

Your agent confidently tells a customer their order shipped two days ago. It didn't. The order was canceled last week, but a stale cache entry surfaced in the agent's context window, and the agent treated that outdated status as fact. Worse, it then w...