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tutorialsDatabricks·June 4, 2026

Trace Any AI Agent with OTel, MLflow, and Unity Catalog

Summary

Databricks now allows sending OpenTelemetry traces from any AI agent to Unity Catalog, enabling end-to-end observability and governance within the Databricks Lakehouse. This integration facilitates cost-effective trace storage, offline analytics, production monitoring, and continuous agent evaluation using MLflow.

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