A production AI agent can look healthy while quietly failing the exact users you hoped it would help. The logs say 200 OK. The trace says the model answered. The dashboard says latency is fine. But the customer still left the conversation without finishing the job.

That gap is the blind spot.

Most teams monitor infrastructure first: token cost,...