Human in the loop: AI that asks before it acts

Where a person must decide, how to design the pause, and how to keep it quick enough that people don't skip it.

What it covers

1. Why a human stays in the loop
2. Propose → approve → apply
3. Dry runs first
4. Designing a review screen people use
5. Keeping the loop fast
6. Recording who decided
7. When to let AI act alone
8. Your loop checklist

8 lessons, written and kept up to date by the community.

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