Observability

Observability examples for tracing and monitoring Agno agents, teams, and workflows.

Example	Description
AgentOps Integration	Demonstrates logging Agno model calls with AgentOps.
Arize Phoenix Project Routing	Demonstrates sending traces from different agents to different Phoenix projects.
Arize Phoenix Via OpenInference	Demonstrates instrumenting an Agno agent with OpenInference and sending traces to Phoenix.
Arize Phoenix Local Via OpenInference	Demonstrates instrumenting an Agno agent and sending traces to a local Phoenix instance.
Atla Observability Integration	Demonstrates adding Atla observability to an Agno agent.
Langfuse Via OpenInference	Demonstrates instrumenting an Agno agent with OpenInference and sending traces to Langfuse.
Langfuse Via Openinference Response Model	Demonstrates Langfuse tracing for an Agno agent that returns structured output.
Langfuse Via OpenLIT	Demonstrates sending Agno traces to Langfuse through OpenLIT.
LangSmith Via OpenInference	Demonstrates instrumenting an Agno agent with OpenInference and sending traces to LangSmith.
Langtrace Integration	Demonstrates instrumenting an Agno agent with Langtrace.
LangWatch Integration	Demonstrates instrumenting an Agno agent and sending traces to LangWatch.
Logfire Via OpenInference	Demonstrates instrumenting an Agno agent with OpenInference and sending traces to Logfire.
Maxim Integration	Demonstrates using Maxim to trace and log Agno agent and team calls.
Opik Via OpenInference	Demonstrates instrumenting Agno with OpenTelemetry and exporting traces to Opik.
Trace To Database	Demonstrates Agno’s two-table trace design and how to inspect traces and spans.
Traceloop Integration	Demonstrates wrapping Agno calls in Traceloop workflow spans.
Weave Integration	Demonstrates logging Agno model calls with Weave.
Teams	Examples for tracing multi-agent teams.
Workflows	Examples for tracing Agno workflows.