Observability helps us understand, debug, and improve AI agents. Agno supports observability through OpenTelemetry, integrating seamlessly with popular tracing and monitoring platforms.

​
Key Benefits

  • Trace: Visualize and analyze agent execution flows.
  • Monitor: Track performance, errors, and usage.
  • Debug: Quickly identify and resolve issues.

​
OpenTelemetry Support

Agno offers first-class support for OpenTelemetry, the industry standard for distributed tracing and observability.
  • Auto-Instrumentation: Automatically instrument your agents and tools.
  • Flexible Export: Send traces to any OpenTelemetry-compatible backend.
  • Custom Tracing: Extend or customize tracing as needed.
OpenTelemetry-compatible backends including Arize Phoenix, Langfuse, Langsmith, Langtrace, LangWatch, and Weave are supported by Agno out of the box.

​
Developer Resources