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Karpathy 用 Claude(Opus 5.5)分析 Hacker News 二十年约 4300 万条评论,筛出 6454 个被反复推荐的视频,做出免登录的视频网站 HackerTube(hackertube.org),封面强制取视频中间一帧。

推荐理由

原文梳理了 Karpathy 开发 HackerTube 的完整流程,把手动环节和 AI 分工拆开呈现,可当作个人全栈开发流程的参考。

正文

Karpathy 刚刚示范了什么是真正的个人超级生产力,
一个人加一个 Opus 5.5,两个小时内把四千三百万条讨论数据洗完,并且直接从零搓出一个完整上线的视频平台,真他喵牛逼,不愧是卡神!!

而且未来的全栈开发到底长什么样?我觉得卡神已经给我们做了示范,这就是版本答案,不接受反驳hh,

背景是深度学习教育之神、Software 2.0 教父 Karpathy 嫌 YouTube 的算法推荐全是垃圾标题党,周末花了两个小时,让 Claude 扫完 Hacker News 二十年来四千三百万条讨论,搓出了一个专门看硬核长视频的网站 HackerTube。

整个产品没有任何登录门槛,连封面图都极其反直觉,它不要创作者精心诱导点击的浮夸封面,而是直接强制抓取视频正中间的那一帧画面。

二十年里极客社区反复筛选留下的六千四百多个硬核视频,全被提取成了纯粹的高密度长内容,这他喵的简直就是AI学习的宝藏啊卧槽,

但比这个网站更好用的是他的开发全流程,
整个过程他只在浏览器里做了三件杂事,
去谷歌云申请了一个 YouTube 的接口密钥,
租了一台服务器,买了个域名,
服务器开机之后,他把 IP 地址直接丢给 Claude,
说了一句去部署、加固安全并优化代码,
AI 就把剩下的所有活全干完了。

以前一个需要工程师团队折腾几个星期甚至几个月的完整上线项目,
现在一个人在早餐时间靠几句对话就能全部搞定,
AI已经不再是写代码的辅助工具了,完全就是把个人的想法直接编译成可用服务的最小生产力闭环,damn,真的牛逼,

原项目的体验地址、开源数据包和部署工作流整理在一楼,需要自取👇

引用Andrej Karpathy@karpathy
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://hackertube.org/ - 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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