我从11岁开始编程，现在已经38岁了。在这27年里，我曾在EA DICE工作过游戏引擎，曾在OTOY和Embark进行渲染研究，现在经营一家为AMD、Intel和Meta提供服务的图形研发公司。我见证了许多新工具的兴起与消亡。
当AI编码工具开始流行时，我需要弄清楚：这是我公司应该投资的领域，还是可以安全忽视几年的事情？
我决定彻底解决这个问题：全力以赴几周，构建一些真实的东西，超出我们现有的代码库，使用自主智能AI——不仅仅是自动补全，而是让Claude Opus实际编写文件、运行命令和提交代码。
三周后，我得到了答案。
Sonars在三周内从零到上线。一个开发者。纯自主智能AI。一旦核心功能正常工作，我就用Sonars来构建Sonars。
我在其他工具上遇到的一个问题是：Claude直接在我的工作目录中进行更改。一次实验性的提示就让我分支变得一团糟——未完成的功能、破损的测试、与自己产生的合并冲突。
回过头来看，解决方案显而易见：Git工作树。Sonars中的每个AI会话都在完全隔离的环境中运行。Claude可以尽情发挥——读取文件、编写代码、运行测试、提交更改——而你的主分支在你明确合并之前保持不变。
功能特点：
- Claude可以读取文件、编写代码、运行终端命令、提交更改
- 每个会话在Git工作树中隔离
- 实时流式处理，具有扩展思考模式
- 带有语法高亮的可视化差异查看器
- 原生Rust + Dioxus应用
技术栈：Rust + Dioxus（前端），Axum（后端），SQLite + PostgreSQL，gix（纯Rust Git）。
提供免费层：[https://sonars.dev](https://sonars.dev)
经过27年并发布游戏引擎，我并不是轻易说出这句话：这是我有史以来最具生产力的时刻。对我最初问题的答案？这并不是可以忽视的事情。
欢迎提问有关架构、工作树方法或使用自主智能AI构建Rust的实际体验。
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人类是否能够征服如此巨大的规模？
Hi HN!<p>My name's Robert Escriva. I got my PhD from Cornell's Computer Science department back in 2017. And three years ago I had a psychotic episode that irreversibly shook up my world.<p>Since then I've been applying a skill I learned in grad school---namely, debugging distributed and complex systems---to my own mind.<p>What I've found I've put into a [book (pdf)](<a href="https://rescrv.net/engineering-schizophrenia.pdf" rel="nofollow">https://rescrv.net/engineering-schizophrenia.pdf</a>) on engineering, my particular schizophrenic delusions, and how people who suffer as I once did can find a way through the fog to the other side.<p>This is not a healing memoir; it is a guide and a warning for all those who never stopped to ask,
"What happens if my brain begins to fail me?"<p>I am writing because what I've found is not a destination, but a process. It is an ongoing process for me and for people like me. I also believe it is automate-able using the same techniques we apply to machine-based systems.<p>I am looking for others who recognize the stakes of the human mind to engage in discussion on the
topic.<p>Happy hacking,
Robert
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