Learn how to monitor your LLM-based application in production using Grafana Cloud, OpenLLIT, and the AI Observability integration.

Grafana is an open-source analytics and monitoring platform that allows users to visualize and analyze metrics from various data sources. The Grafana blog covers topics such as data visualization, monitoring best practices, and new features in Grafana software. Developers and data engineers can learn how to leverage Grafana for monitoring infrastructure, analyzing performance metrics, and creating interactive dashboards for data-driven decision-making.

Grafana Labs

A step-by-step guide to setting up production observability for LLM-based applications using Grafana Cloud, OpenLIT SDK, and OpenTelemetry. Covers instrumenting a multi-provider chatbot (OpenAI, Anthropic) with automatic tracing, cost tracking, latency monitoring, hallucination detection, and prompt-injection guardrails. Walks through installing the AI Observability integration, configuring OTLP endpoints, and using prebuilt dashboards for GenAI metrics, evaluations, vector DB, MCP, and GPU monitoring. Includes practical scenarios showing how the setup enables cost optimization, SLA enforcement, and quality assurance in production.

How to monitor LLMs in production with Grafana Cloud,OpenLIT, and OpenTelemetry