Greg Isenberg(@gregisenberg)
vibe coding is now just coding
6.0内容质量
TL;DR · AI 摘要
编程方式正在从依赖直觉的‘vibe coding’转向更系统化的实践，但本文缺乏技术细节。
核心要点
- ‘vibe coding’概念逐渐被系统化编码方法取代，但未提供具体工具或方法
- 用户评论指出AI代理在代码编写上的能力超越人类，但未有数据支持
- 手动编写代码被视为‘purism’，但缺乏对实际影响的分析
结构提纲
按章节快速跳转。
思维导图
用一张图看清主题之间的关系。
查看大纲文本（无障碍 / 无 JS 友好）
- 编程方式的转变
- vibe coding
- 直觉驱动
- 系统化方法
- AI代理辅助
- 实践争议
- 手动编码的未来
金句 / Highlights
值得收藏与分享的关键句。
I never knew what I was writing in the first place
Agents now are seriously beyond human capabilities
Writing code by hand is just purism now
#编程实践#AI代理#代码质量
打开原文GREG ISENBERG on X: "vibe coding is now just coding" / X
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GREG ISENBERG on X: "vibe coding is now just coding"
-  GREG ISENBERG @gregisenberg vibe coding is now just coding 7:43 PM · Aug 20, 202659.4K Views 168 101 1.7K 72
-  Jameson Zaballos @JamesonZaballos 6h I never knew what I was writing in the first place  [](https://x.com/JamesonZaballos/status/2090536905980977539/photo/1) 1 10 421
-  cameron @protocolcameron 4h I was thinking this yesterday. Actually looked at the code and the comments and thought to myself even if I practiced for a long time, I don’t think I’ll ever be able to write code that precise and nuanced. Agents now are seriously beyond human capabilities. 7 510
-  Surendra Pratap @ss_pratap91 6h So true. Writing code by hand is just purism now 1 5 423
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