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# Move code review before the code

**[The New Stack](https://daily.dev/sources/newstack)** · 7 min read · 1 upvotes · 0 comments

## Summary

Traditional code review, anchored at the pull request stage, is no longer fit for purpose in an era where AI agents can generate a feature's worth of code in an afternoon. The argument here is that review should shift upstream to the moment a developer expresses intent — capturing scope, acceptance criteria, and constraints before code is written. Rather than reading hundreds of lines of diff, senior engineers review 10 lines of intent and ask whether the right problem is being solved with the right constraints. Automated verification (running real traffic, UI interactions) handles correctness checks, while human judgment focuses on knowledge-sharing and architectural decisions. Teams can also mine past review comments to build an 'AI slop register' of codified invariants, so recurring mistakes are caught automatically without ever needing a human comment again. The transition is cultural and gradual — it cannot be mandated top-down but must be demonstrated in practice.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://thenewstack.io/move-code-review-upstream>

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Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#code-review](https://daily.dev/tags/code-review)

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