Have you ever watched an AI agent spin its wheels, re-evaluating the same step over and over in an infinite reasoning loop? It’s a common frustration with autonomous systems. The agent has the tools, it has the context, but it gets stuck in a cycle of "Reason -> Act -> Observe -> Reason," often hallucinating new paths or forgetting its...