Grafana Cloud

Guides

Explore practical workflows for getting the most out of AI Observability.

  • Browse and debug conversations
    Search, filter, and drill into conversations to understand what your agents did, where they failed, and how they performed.
  • Instrument agents with frameworks
    Use AI Observability framework integrations to automatically capture generations from LangChain, LangGraph, OpenAI Agents, Vercel AI SDK, and other frameworks.
  • Use the agent catalog
    Monitor agent versions, track tool and prompt changes, and compare performance across agents in the AI Observability agent catalog.
  • Use built-in dashboards
    Monitor agent activity, performance, cost, and quality using the AI Observability analytics dashboards.
  • Set up online evaluation
    Create evaluators and rules to continuously score agent quality on live production traffic.
  • Optimize cost and performance
    Use AI Observability data to reduce LLM costs, improve cache efficiency, and tune agent performance.