10.21.25 | Amazon's AWS Struggles, Claude Code Online, Laser Pointer At 2B FPS Hacker News Highlights podcast

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

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