人工智能可以快速编写代码,但保持代码整洁才是难点

📄 中文摘要

随着编码代理的出现,编写代码变得前所未有的简单,但同时也变得更加混乱。许多项目中出现了庞大的函数、巨大的文件、重复的逻辑和矛盾的假设,代码结构往往像意大利面一样杂乱无章。这种情况导致代码审查时的认知负担加重,开发者难以理解复杂的代码结构。尽管希望保持代码的整洁和简约,但在实际操作中,维护代码的难度却在不断增加。

📄 English Summary

AI Can Write Code Fast. Keeping It Clean Is the Hard Part

The emergence of Coding Agents has made coding easier than ever, but it has also led to increased messiness in codebases. Many projects exhibit issues such as large functions, oversized files, repeated logic, and contradictory assumptions, resulting in a spaghetti-like structure that complicates understanding. This disorganization creates significant cognitive overload during code reviews, making it challenging for developers to grasp the complex structures. Despite the intention to maintain clean and minimal code, the difficulty of code maintenance continues to rise.

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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等