Claude Platform now supports native OpenTelemetry observability in Databricks MLflow
Summary
Claude Platform's native OpenTelemetry export is now in Public Beta, sending traces from Anthropic SDKs, the Messages API, and Claude Managed Agents into Databricks MLflow, where they're stored in Unity Catalog. Use trace analysis and MLflow Issues to investigate bad answers and spot repeated tool calls, then have domain experts review answers and rerun evaluation on the same test cases to check whether changes improve quality and cut unnecessary work.
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