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Andrej Karpathy更新于 11月2日 02:43

Karpathy 用 Claude 打造 HackerTube,从 4300 万条 HN 评论筛出 6454 个视频

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 be

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Karpathy 发布周末项目 HackerTube,用 Claude 从 HN 20 年间的 4300 万条评论中筛出 6454 个被反复推荐的视频,整个项目约 2 小时完成,使用 Opus 5.5。该站点无需登录即可获得推荐,缩略图取视频中段代表帧,评论分析数据打包为 zip 文件,可交给 Claude 生成自己的版本。他使用 Mac 桌面版 Claude Code,手动只做了申请 Google Cloud API key、启动 VPS 和购买域名三件事,之后让 Claude 完成更新、安全加固、部署和代码优化。

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作者用 Claude Code 在约两小时内完成从数据筛选到部署的完整项目,可看到智能体承担端到端开发的边界。

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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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Andrej Karpathy