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Category
MLOps
Difficulty
Beginner
When to use
You want instant visibility into LLM usage, costs, and latency across your team without instrumenting every call site.
When not to use
You need deep tracing of multi-step chains and retrieval pipelines — LangSmith or Langfuse give more structured trace views.
Alternatives
LangSmith Langfuse OpenTelemetry
BACKLOG · WORK IN PROGRESS

This tool is being written.

The metadata and shape of this page are stable, but the body content isn't ready yet. We'll publish it once it meets the bar of teaching something new with worked examples and real tools.