ML Observe

Interactive designer

Trace Span Designer

Drag the stages of your LLM pipeline into order. We prescribe the OpenTelemetry / OpenLLMetry span name and the required + recommended attributes for each, emit a fully annotated trace schema and a runnable Python instrumentation snippet, and tell you exactly what you'll be able to debug — and where your blind spots are.

Span names and attribute keys follow the OpenTelemetry GenAI semantic conventions plus OpenLLMetry extensions. See our guide to what belongs in a span (reviewed 2026-05-12).

Stage palette — click to add

Your pipeline — reorder with ◀ ▶, ✕ to remove

Add stages from the palette above to design your trace.

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