--- title: "Coding agents will be the foundation of all superintelligence. \n\nAt a minimum, coding ability is ind..." source_name: "Guillermo Rauch(@rauchg)" original_url: "https://x.com/rauchg/status/2048523195305902341" canonical_url: "https://www.traeai.com/articles/27cadd3a-71b8-4f50-9bca-a9444b28c0ae" content_type: "tweet" language: "中英混合" score: 7.2 tags: ["AI","coding agent","superintelligence","LLM","self-improvement"] published_at: "2026-04-26T22:02:44+00:00" created_at: "2026-05-02T12:35:05.140127+00:00" --- # Coding agents will be the foundation of all superintelligence. At a minimum, coding ability is ind... Canonical URL: https://www.traeai.com/articles/27cadd3a-71b8-4f50-9bca-a9444b28c0ae Original source: https://x.com/rauchg/status/2048523195305902341 ## Summary Guillermo Rauch argues coding agents—AI systems that write, debug, and self-modify code—are foundational to superintelligence, as coding fluency enables deep understanding of computers and all knowledge work. ## Key Takeaways - 编码能力等价于计算机熟练度，是AI掌握系统操作（bash/文件系统/配置安装）的核心能力。 - 优秀编码代理具备自省与自我改进能力，可审查并提议修改自身源码、状态或指令。 - ‘我无法创造之物，便无法真正理解’——编程能力赋予模型对程序与知识工作的本质性理解。 ## Content Title: Guillermo Rauch on X: "Coding agents will be the foundation of all superintelligence. At a minimum, coding ability is indistinguishable from 'proficiency with computers'. Great coding agents like Claude Code master bash, filesystems, configuring and installing programs… But it's also about" / X URL Source: http://x.com/rauchg/status/2048523195305902341 Markdown Content: # Guillermo Rauch on X: "Coding agents will be the foundation of all superintelligence. At a minimum, coding ability is indistinguishable from 'proficiency with computers'. Great coding agents like Claude Code master bash, filesystems, configuring and installing programs… But it's also about" / X Don’t miss what’s happening People on X are the first to know. [Log in](http://x.com/login) [Sign up](http://x.com/i/flow/signup) # [](http://x.com/) ## Post See new posts # Conversation [![Image 1](https://pbs.twimg.com/profile_images/1783856060249595904/8TfcCN0r_normal.jpg)](http://x.com/rauchg) [Guillermo Rauch ![Image 2](https://pbs.twimg.com/profile_images/1767351110228918272/3Pndc5OT_bigger.png)](http://x.com/rauchg) [@rauchg](http://x.com/rauchg) Coding agents will be the foundation of all superintelligence. At a minimum, coding ability is indistinguishable from 'proficiency with computers'. Great coding agents like Claude Code master bash, filesystems, configuring and installing programs… But it's also about self-improvement. A coding agent has the ability to examine its source, its state, its skills, its instructions… it can propose changes to itself (with human supervision and audit trail, I recommend), or even mutate itself directly. In retrospect, this should be obvious. "What I cannot create, I cannot understand". Coding fluency has given models a deeper understanding of all computer and knowledge work. To master programs, you must be able to create them. Quote ![Image 3](https://pbs.twimg.com/profile_images/1862717563311968256/xfgt1L9l_mini.jpg) Lee Robinson ![Image 4](https://pbs.twimg.com/profile_images/1970182748146180096/dhZeXi_X_bigger.jpg) @leerob · Apr 26 It wasn’t obvious to me one year ago that an excellent coding agent would also be the path to a general agent for all knowledge work. But now it makes a lot of sense. I’m interested to see where AI is at next year and what seems obvious then in retrospect. [10:02 PM · Apr 26, 2026](http://x.com/rauchg/status/2048523195305902341) · [66.3K Views](http://x.com/rauchg/status/2048523195305902341/analytics) 73 54 542 190 Read 73 replies ## New to X? Sign up now to get your own personalized timeline! 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