
How to review a pull request an agent wrote
Reading an agent-authored pull request when you did not write the prompt: reconstructing intent, sizing the diff, and spotting scope creep and diluted tests.
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17 articles, page 1 of 2

Reading an agent-authored pull request when you did not write the prompt: reconstructing intent, sizing the diff, and spotting scope creep and diluted tests.

Why secrets reach public JavaScript bundles, how to grep a built bundle for them, and what to do in the right order after one has already shipped.

What HSTS, Referrer-Policy, Permissions-Policy, and the cross-origin isolation headers actually prevent, how to verify each one, and which are noise.

A developer's checklist for tracing an indexing problem through HTTP status, robots rules, canonicals, rendering, internal links, sitemaps, and Search Console.

A review loop for checking an AI-generated patch against the original failure, hostile inputs, trust boundaries, regression tests, and deployed behavior.

Test keyboard use, focus, zoom, forms, dialogs, motion, content, and screen readers with eight browser checks automated audits cannot finish.

Lighthouse is controlled lab data. CrUX reports field data from real visits. Learn why the numbers diverge and how to use both without chasing the wrong score.

A 30-minute workflow for separating field and lab data, finding the affected metric, tracing recent changes, and choosing a measurable fix.

A fast Lefthook setup for staged-file linting, project type checks, related tests, formatting, lockfile drift, and an intentional escape hatch.
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