Observability for any agent, anywhere: Production-ready tracing with OpenTelemetry & Unity Catalog on Databricks

Databricks provides production-ready observability solutions for AI agents using OpenTelemetry integration and Unity Catalog, enabling comprehensive tracing and monitoring across distributed agent deployments. This approach allows organizations to track agent behavior, performance metrics, and interactions regardless of where agents are deployed. The solution combines OpenTelemetry's standardized instrumentation framework with Databricks' Unity Catalog for centralized governance and visibility into agent operations.

Source: Databricks | 2026-05-22