Provisions live monitoring for a deployed Databricks agent: Inference Table capture, sampled `mlflow.genai.evaluate` scorer job, Lakehouse Monitoring profile + drift, AI/BI dashboard, SQL alerts, failure-to-dataset loop. Use when the agent is behind a serving endpoint and calibrated scorers exist. Do NOT use when no endpoint exists, scorers are uncalibrated, or the agent runs only in offline notebooks.
