# The skipped edit

> Chapter 4 of [Shipping with AI](/guide). Users feel a skipped edit before they can name it.

Agents can change a lot of code in one session. That made reviewing the work more important than writing it.

I review changes in DiffHub, then open the product and use it. The source can look fine while the page feels wrong.

I can tell when a product missed the second pass. The page is slow to settle. The copy is vague. A form makes me guess. I’m not reading the source. I’m reacting to the thing.

At [Fingertip](/case-studies/fingertip) the page editor went from a static list to a drag-and-drop grid. Share previews went from a logo to a live screenshot. Stock shadcn became a system. Each change was small. Together they changed the product.

I stop when it feels deliberate. Past that I’m decorating.

**Read the long version:** [You can sense carelessness](/writing/you-can-sense-carelessness)

## Continue

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