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Rohan Paul更新于 11月2日 04:48

Karpathy 用 Claude Opus 5.5 两小时做出 HackerTube

2 hours with Opus 5.5 on Medium effort. Not even High.

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Karpathy 用 Claude Code 配合 Opus 5.5(Medium effort)约两小时做出 HackerTube:让 Claude 从 Hacker News 20 年间的 4300 万条评论中筛出 6454 条被反复推荐的视频,并搭建上线了浏览网站。他称全程只与 Claude 对话,手动部分仅是在 Google Cloud 创建 API key、启动 VPS 和购买域名,之后把 IP 交给 Claude 完成更新、加固、部署和优化。他还把评论分析数据打包成一个 zip 文件,供他人让 Claude 生成自己的版本。

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Karpathy 用 Claude Code 在约两小时内完成从数据筛选到部署上线的完整流程,可作为智能体端到端交付的参考案例。

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Andrej Karpathy

@karpathy

周末小项目:HackerTube。我被 YouTube 的推荐烦到了,于是让 Claude 把 HN 二十年来的 4300 万条评论筛选成 6,454 个被反复推荐的视频。观看体验*明显*更好,用 Opus 5.5 大约花了 2 小时: https://t.co/JIhXN7OSh1 - 无需任何登录就能获得优质推荐(状态保存在本地浏览器会话中) - 缩略图是视频中段的代表性画面,而不是用户上传的那种经过超级 A/B 测试极致优化的图 - 评论分析的底层数据打包成一个 zip 文件,把它交给你的 Claude,让它给你生成你自己的版本 - HackerTube Longs ✊ 再稍微说说过程: 我默认使用 Claude Code(Mac 桌面应用),Opus 5.5,Medium effort。我只跟 Claude 说话,让它做所有事,我唯一协助的“手动工作”是在浏览器里(让人想起 MenuGen):1)我得从 Google Cloud UI 创建某种 API key,用来向 YouTube 查询视频元数据,2)我启动了一台 VPS 服务器用于托管,3)我买了域名。机器起来后,我把 IP 给了 Claude,让它更新、加固、部署和优化代码,它把整套都做完了。 许多原本甚至要花几周/几个月的出色项目,现在几发提示词就能当早餐搞定。我们还有哪些没想到的?

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Weekend hack: HackerTube. I was annoyed with YouTube's recommendations so I had Claude filter down 43M comments over 20 years of HN to 6,454 videos that keep being recommended. *Significantly* better viewing experience, ~2 hours with Opus 5.5: https://t.co/JIhXN7OSh1 - Excellent recs without any logins (state is kept in local browser session) - Thumbnail is a representative frame from middle of the video instead of the super duper A/B test hyper-optimized user uploads - Underlying data from the comment analysis as one zip file, point your Claude at it and ask for your own version - HackerTube Longs ✊ A bit more on the process: I use Claude Code (desktop app for Mac), Opus 5.5 on Medium effort as my default. I only talk to Claude and have it do everything, the only "manual work" I helped with in tandem was in the browser (reminiscent of MenuGen): 1) I had to create some kind of API key from Google Cloud UI to query YouTube for video metadata, 2) I booted up a VPS box for serving and 3) I bought the domain name. Once the box was up I gave Claude the IP and told it update, secure, harden, deploy and optimize the code, and it did the whole thing. Many awesome projects that would have normally taken weeks/months even can now be few-shotted for breakfast. What else are we not thinking of.

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正文

2 hours with Opus 5.5 on Medium effort. Not even High.

Karpathy didn’t like YouTube’s recommendations, so he used the videos engineers kept recommending to each other in Hacker News comments over 20 years instead.

Claude scanned 43 million comments, found 6,454 such videos, and built and launched a website to browse them, all in about two hours.

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Rohan Paul