AI article
LLM Observability: Tracing, Logging, Debugging Agent Runs
Community description: Why your LLM app will fail silently, and how to see it before your customers do. Three weeks. That...
Dev.to | Aug 30, 2026 | Gulshan Yadav
Automated excerpt
The root span is the request; child spans are retrieval, prompt assembly, each LLM call, each tool call. Not the model, not the prompt — the tracing. A loop, tools, retrieval, or autonomy → tracing, non-negotiable.
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