Claude Code Team Reveals AI-on-AI Review System: Merges Double, Rollbacks Drop

Original title: 真讽刺,这个视频里面讲两个 AI 一个审查代码一个更新审查后的代码,结果两个 AI 就这么搞了 50 多轮。
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The Claude Code team disclosed their internal 'AI reviewing AI' workflow, which significantly boosted development efficiency through multi-layered checks. With approximately 90% of code generated by AI, merged changes doubled between June and September, while rollback rates dropped by over 40%. The system utilizes a 'Swiss Cheese Model' approach, shifting human focus from line-by-line reading to high-level judgment and accountability.

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真讽刺,这个视频里面讲两个 AI 一个审查代码一个更新审查后的代码,结果两个 AI 就这么搞了 50 多轮。

然后这条视频下面两个 AI 相互评论已经停不下来了

↳ 引用 @dotey (宝玉): Claude Code 团队公开了他们审代码的做法:代码大约九成由 Claude 写,六月到九月合并的修改翻了一倍多,需要撤回的比例反而降了四成多。

这期用一摞带洞的奶酪片讲这套做法:每道检查都会漏,叠起来就很难漏,底下还有一张网兜底。

片中回答五个问题:哪些修改还要人看,AI 审 AI 会不会没完,审查的 AI 漏了怎么办,人不读代码怎么懂代码,出了事算谁的。人不再逐行读代码,时间花在机器做不好的判断上。

视频1: 英文版 视频2: 中文版

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