Human Review Quality Drops Once AI Gives a Green Checkmark, Dev Argues

ImNikhil117 · x · 2026-08-29

In an exchange with TypeScript educator Matt Pocock, developer Nikhil offers a counterintuitive observation: the moment a PR carries a green AI review checkmark, human review quality degrades — he catches fewer real bugs on those PRs, not more.

Pocock had complained that the "reading code" debate is infuriating, arguing two things can be true at once: you aren't doing enough automated review, and you should still do human review. The thread highlights an overlooked trust problem in AI-assisted coding workflows.

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