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  1. Nvidia and Palantir fine-tune a 30B Nemotron model which beats bigger models(thenewstack.io ↗)
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  2. Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents(arxiv.org ↗)
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  3. Camper bitten by bear in Colorado recalls moment it "came crashing" into tent(coloradosun.com ↗)
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  4. Projects Redesigned: From Folder to Conversation(claude.com ↗)
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  5. What Medicaid cuts mean for those who rely on home healthcare(marketplace.org ↗)
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  6. W3C launches first pilot of program to support Open Source projects(w3.org ↗)
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  7. Compiler-style optimization for drawing via Skia(arxiv.org ↗)
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  8. Come watch the AI Agents do the work(swamp-club.com ↗)
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  9. Show HN: What if you could review code without reading code?(github.com/coldteadotai ↗)
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  10. Hack: Coding at No Cost in Codex, Claude Code, Hermes, VSCode(github.com/mindsdb ↗)
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  11. Bringing Correctly Rounded Math to Production with LLVM-Libc(devblogs.microsoft.com/cppblog ↗)
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  12. I built a multi platform torrent video streamer(github.com/zond ↗)
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  13. An ahead-of-time JavaScript compiler(github.com/canadahonk ↗)
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  14. Labeled matches: why is this not in every regex engine?(iev.ee ↗)
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  15. The Last Question by Isaac Asimov – This Is Ageless(cmu.edu ↗)
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  16. SK Hynix to Interview All 250 Executives, First Time in 14 Years(sedaily.com ↗)
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  17. Cursor is currently experiencing a major outage(cursor.com ↗)
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  18. Stop Pushing to Find Out: Meet the Latchkey CLI(latchkey.dev ↗)
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  19. Why .tar.gz files can't be combined with cat(alexwlchan.net ↗)
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  20. Revolut bank facing $3M ransom demand after impersonation scam(theguardian.com ↗)
    1comments
  21. Refactoring Hermes with 1393 Agents(nousresearch.com ↗)
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  22. Free EU Cyber Resilience Act Scope Checker(crabureau.com ↗)
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  23. Anthropic opens first office in Spain, Madrid in response to strong local demand(democrata.es ↗)
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  24. Whoever's doing OpenAI's system security is just incompetent in the worst way
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  25. Zenovay: The Analytics Company That Doesn't Exist(banana4444.bearblog.dev ↗)
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  26. 200K-Token LLM Serving on a 24 GiB Laptop with Just-in-Time State Management(arxiv.org ↗)
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  27. Oregon Data Center Advisory Committee Preliminary Learnings and Questions Doc [pdf](oregon.gov ↗)
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  28. Use C# unions and closed hierarchies in ASP.NET Core(devblogs.microsoft.com/dotnet ↗)
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  29. Show HN: Run the birds sound detection on any Kobo eReader(github.com/bandarlabs ↗)
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  30. Mojo 1.1 Released, Now Accepting Community Contributions to the Compiler(phoronix.com ↗)
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Show HN: Algebraic Effect System for Python

1 pointsby 1h agoeffecton.dev
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Effecton is effect system for python allowing to write *very* typesafe apps like:

```py def charge(order: Order) -> E.Effect[Receipt, CardDeclined | CardExpired, PaymentGateway]: ... ```

So not only success value but also errors and requirements are typed. This makes not only people but also agents more productive. Effecton also comes with many building blocks like http client or file system (including in memory implementation for tests).

A quiet thread, for now.Start the conversation on HN ↗