Posts tagged with "LLM Observability"

Standard APM was built for HTTP requests and database queries. Agent runs produce a different signal shape: nested decisions, tool calls, hallucination signals, accumulating context. The observability stack has caught up. Here is the production setup that makes agents debuggable.

A production observability stack for LLM applications on Azure — wiring OpenTelemetry, Langfuse, and Application Insights together so traces, token usage, eval scores, and platform metrics land in the same view.