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  3. Made a thing, if you use Grok and Pi check it out. Or scoll on bros (github.com/jangman-j)
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  10. When to choose Sonnet over Opus, what it costs, and how to tune it (claude.dev)
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  16. The AI as the New Compiler (buildwithdc.co)
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  17. Claude and Jev Play Pokémon (singlepageapp.co)
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  18. Show HN: What a VM for your AI agent costs across 13 sandbox providers (sf.tools)
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  19. Show HN: Serverless, cheater-proof MTG engine using zero-knowledge play (chiplis.com)
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  20. ESP32S3 cluster running 1.58-bit (BitNet) Language model (github.com/low-zi-hong)
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  21. DrawDB: Online database diagram editor and SQL generator (github.com/drawdb-io)
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  22. OpenAI, Hugging Face Attack – Music Video (reddit.com)
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  23. Women Behind North Korea's IT Worker Operations (haydenmckenzie.com)
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  24. Remembering the Chicago Pile, the First Nuclear Reactor (newyorker.com)
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  25. Spec Driven Development in 14mins (productmindset.substack.com)
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  26. Cap Snatching (wikipedia.org)
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  27. Deutsche Bahn "joke" is no longer funny (jonworth.eu)
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  28. Stanford CME295 Transformers n LLMs – Autumn 2026 – Lecture 1 – Transformers [video] (youtube.com)
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  29. Starship Achieved Orbit (twitter.com/spacex)
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  30. Machine-Generated, Machine-Checked Proofs for a Verified Compiler (ICFP'26) [video] (youtube.com)
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Spec Driven Development in 14mins

1 pointsby 39m agoproductmindset.substack.com
3 comments
39m agoHN ↗

Three numbers from the research that made me record this:

57% / 11.8% : the best coding agent produces functionally correct code 57% of the time… and secure code 11.8% of the time

91% : share of deployed vibe-coded apps containing at least one vulnerability

+441% : the rise in code-review time while generation got faster

28m agoHN ↗

91% : share of deployed vibe-coded apps containing at least one vulnerability

This is interesting, I wonder what percentage of deployed human-coded pre November-2022 had "at least one vulnerability"

4m agoHN ↗

spec driven dev with good search is the only way I have been able to get consistently good output from a cheaper model