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引用凯顿·瓦尔达

凯顿·瓦尔达宣布禁止其团队使用AI编写变更描述(如PR、提交消息及工单)。他指出,AI生成的内容充斥着代码细节的罗列,却缺失理解代码整体意图所需的高层框架,这对审查PR毫无帮助,甚至适得其反。

背景速读

Kenton Varda 是知名软件工程师,Google 的 Protocol Buffers 和 Cap'n Proto 序列化格式的创始人,也是创业公司 Sandstorm.io 的联合创始人。他在此宣布对其团队实施禁令:禁止使用 AI 编写 Pull Request 描述、提交信息(commit messages)及工单内容。核心抱怨是 AI 生成的描述只复述代码本身显而易见的技术细节,却缺乏解释代码意图的高层框架(比如为什么要做这个改动、设计权衡是什么)。对审查代码的人来说,这种表面正确实则空洞的描述反而增加了认知负担 — 读之无用,跳过又怕遗漏关键信息。这反映了 AI 辅助编程中一个普遍问题:AI 擅长生成语法正确的文字,但不理解读者在代码审查时真正需要的上下文。

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