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Issue 04 — Reviewing AI-Drafted React PRs Without Reading Every Line

A behavior-first review memo for teams shipping React and Next.js code faster than they can comfortably inspect it.

This month’s filter: stop reviewing AI-assisted pull requests as prose and start reviewing them as ownership decisions. The useful question is not whether the diff looks plausible. It is whether state lives in the right place, behavior stays legible, and future edits will be cheaper instead of harder. Most bad AI-drafted PRs fail on boundary judgment, not syntax.

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Review ownership before implementation

Approve architecture first, code second.

AI-drafted PRs often look tidy while quietly moving state, data fetching, and UI decisions into the wrong layer. In React work, most long-term pain comes from confused ownership: server code leaking into client concerns, form state duplicated across components, or helpers absorbing behavior that should stay visible near the screen. If ownership is wrong, a clean diff is still a bad merge.

Ask one explicit question before reading details: which component, hook, or route now owns this behavior, and is that where future changes should land?
Reject PRs that introduce duplicate sources of truth for loading, form, selection, or cache state even if the current behavior appears correct.
Prefer a slightly longer diff with obvious boundaries over a compressed abstraction that hides where decisions are made.

Review behavior, not sentence-level code quality

Treat the PR as a behavior change, not a writing sample.

AI-assisted diffs can be fluent and still be wrong in the places users notice: stale UI after mutations, optimistic updates with no rollback path, effects that race, and loading states that collapse several cases into one spinner.

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Use the next-edit test before you merge

Merge code that will be easy to change next month, not code that merely works today.

The hidden cost of AI-drafted PRs is not always immediate bugs.

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