[Infographics] Debugging and Observability
Trace the Chaos - Debug and Observe: Make Every LLM run replay-able and fast to diagnose
Yesterday your agent shipped flawless responses—today it’s hallucinating and the logs look unrecognizable. 🥴
Our new Debugging & Observability cheat sheet explains how a single run_id and structured spans can turn crashes that are hard to understand into one-click replays.
You won't have to scroll through huge JSON blobs at 3 AM anymore. Instead, you can pipe clean traces into LangSmith, OpenTelemetry, or even CSV and find the exact step that failed in seconds.
Have you built your own LLM observability stack? What’s worked (or broken) for you? Share your insights in the comments—we’d love to learn from your stack too.