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Guides are end-to-end walkthroughs. Where the rest of the docs explain one feature at a time, a guide takes you from an empty project to a finished outcome, stitching tracing, metrics, Halo, and your coding agent into one continuous loop.

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Start here

Optimize an agent end to end

Install tracing, record real traces, read the metrics, run Halo to find what to fix, then apply the fixes by hand or by pulling them straight into your coding agent. The full Halo loop, start to finish.

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What you need

Every guide assumes you have:
  • A free Inference account.
  • An app or agent that makes LLM calls (any provider or framework).
  • A terminal with Node.js or Python, depending on your stack.
More guides are on the way. If there’s a workflow you want walked through end to end, let us know.