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# Evaluate and tune

## Docs

- [Golden sets](https://docs.milliseconds.ai/evaluate/golden-sets.md): Label 50 to 200 real examples, then score every change against them.
- [Tuning thresholds](https://docs.milliseconds.ai/evaluate/tuning-thresholds.md): Score a golden set once, sweep every cut-off, and pick one number per action from the table.
- [Monitoring](https://docs.milliseconds.ai/evaluate/monitoring.md): Log every decision, then watch confidence, escalation rate and label mix for drift.