AI-generated code review criticized as more burden than benefit
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A Hacker News article argues that code review for AI-generated code is "all carrying cost, no benefit": AI will not change its coding behavior based on review results, compliance teams will not inspect changes line by line, and review is left with only the purpose of finding bugs. The author therefore suggests spending tokens on custom static analysis tools, replacing human-AI mutual review with prompt refinement plus static analysis.
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- Hacker News AIReviewing AI-Generated Code
The article argues that reviewing AI-generated code carries all the cost of human code review with little benefit, since the AI won't change its behavior based on review feedback and experienced reviewers' skills will atrophy over time. It suggests that having AI review AI code is no more effective, and that teams should instead invest in custom static analysis tools and prompt refinement, reserving human approval for change requests rather than line-by-line code.
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