Attach build identity to operational telemetry
Stamp telemetry with the immutable build that produced it so incidents can be compared across releases and rolling deployments.
Opentelemetry
Choose histogram boundaries from the service objective
Put the latency objective into the histogram boundaries so compliance can be calculated without interpolating between buckets.
Observability for Agents with OpenTelemetry, Aspire, and Application Insights
How to make Microsoft Agent Framework behavior visible in production with OpenTelemetry traces, token usage, model calls, tool calls, Aspire local debugging, and Application Insights monitoring.
Use the Aspire Dashboard Standalone
Stop setting up complex observability stacks for local dev. Learn how to run the Aspire Dashboard as a standalone, lightweight OTLP viewer for any language.
Debugging LLM Timeouts in .NET
A repeatable local setup for timeout triage in .NET LLM workloads using Aspire, OpenTelemetry, and Ollama.