Instrument zero‑code observability for LLMs and agents on Kubernetes

This article details how to achieve zero-code observability for AI applications (LLMs, agents, vector databases) running on Kubernetes using Grafana Cloud and the OpenLIT Operator. The OpenLIT Operator automatically injects OpenTelemetry instrumentation into your pods without requiring any code changes, simplifying monitoring of complex AI microservices. This allows users to track key metrics like cost, latency, and token usage directly within Grafana Cloud’s pre-built AI Observability dashboards, streamlining the process of understanding and optimizing AI workload performance.