Matt George•November 2, 2026•11 min readLLM Observability: Tracing, Logging, and Cost TrackingA comprehensive guide to LLM observability, explaining the technical mechanisms of tracing, logging, evaluation, and cost analysis for production AI systems.LLMObservabilityOpenTelemetrySoftware ArchitectureAPM