You shipped an agent. It worked in the demo. In production, a user phrased a question differently than you expected and the agent fell apart. AI evaluation is supposed to catch that issue before your users do, but the standard workflow asks you to build a reference dataset, hand-pick metrics, write LLM-as-a-judge prompts for each […] The post AI Evaluation Simplified: Automate Dataset & Metric Eva