科技爱好者周刊（第 416 期）：编程已经面目全非
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这里记录每周值得分享的科技内容，周五发布。 ]]> 本杂志 开源 ，欢迎 投稿 。另有 《谁在招人》 服务，发布程序员招聘信息。合作请 邮件联系 （yifeng.ruan@gmail.com）。 封面图 本周启用的上海大歌剧院内部装修。（ via ） 编程已经面目全非 大多数人只看到，AI 改变了程序员这个职业。很少有人提到，AI 也改变了编程。 AI 推翻了传统的软件开发，编程现在已经面目全非。 即使将来泡沫破灭，AI 也不可能从编程工具链中消失，已经永久成为软件开发的一部分，再也无法移除。 一个国外的资深程序员 总结 了，AI 改变了编程的哪些方面。 他的观点非常激进，有很多大胆的断言，我觉得一定要分享给更多人看。 （1）代码审查（Code review）将消失。 人工审查代码已经没意义了。因为人类跟不上 AI 生成代码的速度，无法在合理的时间内，发现 AI 代码中的 Bug。 人类未来只能审查整个系统的组成或架构是否合理，而绝不会像现在这样，通过 PR 逐行审查代码。 （2）单元测试可能会消失。 AI 可以随时改变代码的整个实现，再去测试一个个代码单元，就没意义了。也许下次迭代，整栋楼就会重建，何必再去检查单块砖头。 将来的项目可能只有接口测试、集成测试、系统测试，而不会保留单元测试。 （3）软件开发的重点不再是写代码。 代码将来由 AI 负责，程序员的工作重点将移到代码以外
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科技爱好者周刊（第 416 期）：编程已经面目全非 is a 文章 discovery curated from 阮一峰的网络日志. 这里记录每周值得分享的科技内容，周五发布。 ]]> 本杂志 开源 ，欢迎 投稿 。另有 《谁在招人》 服务，发布程序员招聘信息。合作请 邮件联系 （yifeng.ruan@gmail.com）。 封面图 本周启用的上海大歌剧院内部装修。（ via ） 编程已经面目全非 大多数人只看到，AI 改变了程序员这个职业。很少有人提到，AI 也改变了编程。 AI 推翻
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