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Databricks MLflow now supports native OpenTelemetry export from the Claude Platform. According to a Databricks Blog report on November 4, 2026, native OpenTelemetry export from the Claude Platform has entered Public Beta; traces from the Anthropic SDK, Messages API, and Claude Managed Agents can be written to Unity Catalog tables via Zerobus Ingest and viewed in Databricks MLflow. Developers can use Analyze trace and the Beta-stage MLflow Issues to locate incorrect answers and duplicate tool calls, then evaluate the effect of changes using the same set of test cases; inputs and outputs are captured only when content mode is set to full. There are currently no further developments.
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Claude Platform natively supports OpenTelemetry, with trace data integrated into Databricks MLflowDevelopments
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Databricks MLflow supports native OpenTelemetry export from Claude Platform
Source:Databricks Blog
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Nov 4
Databricks BlogFirst-party
Claude Platform natively supports OpenTelemetry, with trace data integrated into Databricks MLflow
Claude Platform's native OpenTelemetry export has entered Public Beta. Traces from the Anthropic SDK, Messages API, and Claude Managed Agents can be written to Unity Catalog tables via Zerobus Ingest and viewed in Databricks MLflow. Developers can use Analyze trace and the Beta-stage MLflow Issues to pinpoint incorrect answers and duplicate tool calls, then evaluate the effect of changes using the same set of test cases; inputs and outputs are captured only when content mode is set to full.