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Line-by-line code review has become an outdated ritual: senior engineers should be giving feedback on how their team instructs AI, not on the code AI wrote.

Drawn from what Chip Huyen said

Subjectscoding agentssoftware quality
What this subject means

software quality Whether a program is any good and how anyone would know: tests, review, debt, and what a suite cannot cover.

What Chip Huyen actually said

  1. Chip Huyen Engineer and writer on machine-learning systems
    So, I think that the whole workflow of like reviewing code is very outdated. Like, I don't think the I think that the senior member, instead of like giving feedback on the code, they should be giving feedback on like how you give instruction to AI to produce better.

    Where this was said

    Watch from 13:30 plays here

    ↗Chip Huyen: Building when it feels like there's nothing left to build - The Pragmatic Summityoutube.com

    29 Mar 2026 · video · 20m · spoken · machine transcript

    All 14 korrents from this recordingthis one is 10th

Added to korrents 7 Sept 2026 · How quotes work · Something wrong? Tell us

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