> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2-studio-tools-doc.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# OpenTelemetry

> Agno supports observability through OpenTelemetry, integrating seamlessly with popular tracing and monitoring platforms.

Observability helps us understand, debug, and improve AI agents. Agno supports observability through [OpenTelemetry](https://opentelemetry.io/), 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.

<Note>
  OpenTelemetry-compatible backends including Arize Phoenix, Langfuse, Langsmith, Langtrace, Latitude, Logfire, Maxim, MLflow, OpenLIT, Traceloop, and Weave are supported by Agno out of the box.
</Note>