How to Build End-to-End LLM Observability in FastAPI with OpenTelemetry: Instead of relying on vendor-specific agents or opaque SDKs, we will manually design traces, spans, and semantic attributes that capture the full lifecycle of an LLM-powered request.
Monitoring LLM behavior: Drift, retries, and refusal patterns
Last modified 11 September 2026