Hacker News Highlights

10.21.25 | Amazon's AWS struggles, Claude Code online, laser pointer at 2B FPS


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This is a recap of the top 10 posts on Hacker News on Oct 21, 2025.

Feel free to leave feedback on Github: https://github.com/denolfe/hacker-news-highlights

  • (00:00) - Intro
  • (00:20) - Today is when the Amazon brain drain sent AWS down the spout
  • (01:30) - Claude Code on the web
  • (02:36) - A laser pointer at 2B FPS [video]
  • (03:34) - Alibaba Cloud says it cut Nvidia AI GPU use by 82% with new pooling system
  • (04:50) - Production RAG: what I learned from processing 5M+ documents
  • (06:03) - BERT is just a single text diffusion step
  • (07:15) - ChkTag: x86 Memory Safety
  • (08:33) - How to stop Linux threads cleanly
  • (09:33) - My trick for getting consistent classification from LLMs
  • (10:40) - x86-64 Playground – An online assembly editor and GDB-like debugger
  • (11:51) - Outro

  • Today is when the Amazon brain drain sent AWS down the spout
    https://www.theregister.com/2025/10/20/aws_outage_amazon_brain_drain_corey_quinn/
    https://news.ycombinator.com/item?id=45649178

    Claude Code on the web
    https://www.anthropic.com/news/claude-code-on-the-web
    https://news.ycombinator.com/item?id=45647166

    A laser pointer at 2B FPS [video]
    https://www.youtube.com/watch?v=o4TdHrMi6do
    https://news.ycombinator.com/item?id=45632429

    Alibaba Cloud says it cut Nvidia AI GPU use by 82% with new pooling system
    https://www.tomshardware.com/tech-industry/semiconductors/alibaba-says-new-pooling-system-cut-nvidia-gpu-use-by-82-percent
    https://news.ycombinator.com/item?id=45643163

    Production RAG: what I learned from processing 5M+ documents
    https://blog.abdellatif.io/production-rag-processing-5m-documents
    https://news.ycombinator.com/item?id=45645349

    BERT is just a single text diffusion step
    https://nathan.rs/posts/roberta-diffusion/
    https://news.ycombinator.com/item?id=45644328

    ChkTag: x86 Memory Safety
    https://community.intel.com/t5/Blogs/Tech-Innovation/open-intel/ChkTag-x86-Memory-Safety/post/1721490
    https://news.ycombinator.com/item?id=45582958

    How to stop Linux threads cleanly
    https://mazzo.li/posts/stopping-linux-threads.html
    https://news.ycombinator.com/item?id=45589156

    My trick for getting consistent classification from LLMs
    https://verdik.substack.com/p/how-to-get-consistent-classification
    https://news.ycombinator.com/item?id=45571423

    x86-64 Playground – An online assembly editor and GDB-like debugger
    https://x64.halb.it/
    https://news.ycombinator.com/item?id=45646958

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