Andrej Karpathy(@karpathy)

Weekend hack: HackerTube. I was annoyed with YouTube's recommendations so I had Claude filter down 4...

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Weekend hack: HackerTube. I was annoyed with YouTube's recommendations so I had Claude filter down 4...

TL;DR · AI 摘要

Andrej Karpathy利用Claude和Opus 5.5构建HackerTube，通过分析Hacker News评论生成高质量视频推荐，显著提升观看体验。

核心要点

  • 使用Claude过滤43M评论生成6,454个推荐视频，观看时长缩短至2小时
  • 采用Opus 5.5编码实现视频质量与效率的平衡
  • 通过Claude自动化完成服务器部署与代码优化

结构提纲

按章节快速跳转。

  1. §项目背景

    因不满YouTube推荐算法，作者发起HackerTube项目重构视频推荐系统。

  2. ·数据处理

    利用Claude分析20年Hacker News评论，过滤43M数据生成6,454个视频元数据。

  3. ›技术实现

    采用Opus 5.5编码优化视频传输效率，实现2小时完整观看体验。

  4. ·自动化部署

    通过Claude完成VPS配置、代码部署及安全优化，仅需手动处理域名与API密钥。

  5. ›成果展示

    项目提供原始数据包，用户可自主训练个性化推荐模型。

思维导图

用一张图看清主题之间的关系。

查看大纲文本（无障碍 / 无 JS 友好）
  • HackerTube项目
    • 数据处理
      • 43M评论过滤
      • 6,454视频元数据生成
    • 技术实现
      • Opus 5.5编码
      • Claude自动化处理
    • 部署方案
      • VPS配置
      • 域名注册
      • 安全优化

金句 / Highlights

值得收藏与分享的关键句。

#AI工具#自动化部署#视频推荐#Hacker News
打开原文

Andrej Karpathy on X: "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 - Excel… / X

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:

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.

6:14 PM · Nov 1, 2026

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