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Observability with the Responses API
This sample demonstrates how to add OpenTelemetry observability to an agent using console and Azure Monitor exporters.
What this sample demonstrates
- Configuring OpenTelemetry tracing with console exporter
- Optional Azure Application Insights integration
- Using
.AsBuilder().UseOpenTelemetry()to add telemetry to the agent - No server-side agent creation or cleanup required
Prerequisites
- .NET 10 SDK or later
- Microsoft Foundry service endpoint and deployment configured
- An authenticated Azure identity (for example, sign in with
az login)
Set the following environment variables:
$env:FOUNDRY_PROJECT_ENDPOINT="https://your-foundry-service.services.ai.azure.com/api/projects/your-foundry-project"
$env:FOUNDRY_MODEL="gpt-5.4-mini"
$env:APPLICATIONINSIGHTS_CONNECTION_STRING="..." # Optional
Run the sample
cd dotnet/samples/02-agents/AgentProviders/foundry
dotnet run --project .\Agent_Step07_Observability