Have You Ever Built Something That Looked Like It Was Working — Until It Suddenly Wasn't, and You Had No Idea Why?

That's what it feels like to run an AI agent system in the real world. The agent reasons beautifully. The logic seems sound. And then, somewhere in the middle …