A one-page checklist for reviewing a PR that came out of an AI assistant. Open it in a tab, open the PR in another, work through. The small grey tag next to each item is the tool that catches it automatically — items without a tag need a human eye.

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Security

Correctness

Maintainability


That's the list. If anything came up flagged that the AI assistant generated — fix it before merging. The cheapest moment to fix vibe-coded bugs is before they're in the main branch.

If you keep coming back to the same line items, that's signal — the assistant is making the same mistake repeatedly because it lacks context. Push the recurring fixes back into the project's CLAUDE.md (or the AI Prompts plugin's custom_prompts/ folder) so the next prompt has the benefit of the last review.

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We do per-PR and retainer code review for PHP / UserSpice projects. Architecture, security, footguns, performance — explained clearly, not just flagged. Send the repo link below.

Want a senior PHP set of eyes on your repo or pull request? Send the link and we will review it the way we would our own code.

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