The Missing Layer in AI Agents: Evaluation, Tracing, and Failure Detection Before Production Breaks

Most AI agent articles stop when the demo works. The model answers a prompt, maybe calls a tool, returns something sensible, and the article calls that progress. But the hard part of AI systems is not getting a first response. The hard…