Observability for LLM Applications

By C.W. Jameson · Published 5 August 2025 · Last reviewed 5 September 2025

LLM monitoring is not like service monitoring. The failure modes are different and the metrics that matter are counterintuitive.

How to monitor LLM applications in production: latency, quality drift, cost tracking, and anomaly detection.