What is OpenLIT and how does it trace AI agents?

OpenLIT SDK auto-instruments agent pipelines with OTEL spans for tools, LLMs, planning—captures tokens, costs, errors.

How do I set up Grafana Cloud for AI agent observability?

Sign up, init OpenLIT, point to Grafana endpoint. Dashboards appear instantly.

Does OpenLIT work with popular agent frameworks like CrewAI?

Yes—one init() call covers CrewAI, OpenAI SDK, and more.

AI Agents Gone Wild: Tracing Chaos with OpenLIT and Grafana Cloud

Your AI agent just burned $500 on a wild goose chase across tools and LLMs. OpenLIT and Grafana Cloud turn that black box into a traceable map—before costs spiral.

DevTools Feed Apr 03, 2026 3 min read 15 views

Diagram of AI agent workflow traced end-to-end with OpenLIT spans in Grafana Cloud

⚡ Key Takeaways

OpenLIT + Grafana turns AI agent black boxes into traceable workflows, cutting costs 30-50%. 𝕏
Prebuilt dashboards deliver instant insights on tokens, latency, errors—no custom dev needed. 𝕏
OTEL standards future-proof your stack as AI observability matures. 𝕏

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#AI agents #Grafana Cloud #OpenLIT #OpenTelemetry #observability #tracing

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Originally reported by Grafana Blog

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