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Obey the Testing Goat

https://www.obeythetestinggoat.com/
1•mkl95•38s ago•0 comments

Claude Opus 4.6 extends LLM pareto frontier

https://michaelshi.me/pareto/
1•mikeshi42•1m ago•0 comments

Brute Force Colors (2022)

https://arnaud-carre.github.io/2022-12-30-amiga-ham/
1•erickhill•4m ago•0 comments

Google Translate apparently vulnerable to prompt injection

https://www.lesswrong.com/posts/tAh2keDNEEHMXvLvz/prompt-injection-in-google-translate-reveals-ba...
1•julkali•4m ago•0 comments

(Bsky thread) "This turns the maintainer into an unwitting vibe coder"

https://bsky.app/profile/fullmoon.id/post/3meadfaulhk2s
1•todsacerdoti•5m ago•0 comments

Software development is undergoing a Renaissance in front of our eyes

https://twitter.com/gdb/status/2019566641491963946
1•tosh•5m ago•0 comments

Can you beat ensloppification? I made a quiz for Wikipedia's Signs of AI Writing

https://tryward.app/aiquiz
1•bennydog224•6m ago•1 comments

Spec-Driven Design with Kiro: Lessons from Seddle

https://medium.com/@dustin_44710/spec-driven-design-with-kiro-lessons-from-seddle-9320ef18a61f
1•nslog•6m ago•0 comments

Agents need good developer experience too

https://modal.com/blog/agents-devex
1•birdculture•8m ago•0 comments

The Dark Factory

https://twitter.com/i/status/2020161285376082326
1•Ozzie_osman•8m ago•0 comments

Free data transfer out to internet when moving out of AWS (2024)

https://aws.amazon.com/blogs/aws/free-data-transfer-out-to-internet-when-moving-out-of-aws/
1•tosh•9m ago•0 comments

Interop 2025: A Year of Convergence

https://webkit.org/blog/17808/interop-2025-review/
1•alwillis•10m ago•0 comments

Prejudice Against Leprosy

https://text.npr.org/g-s1-108321
1•hi41•11m ago•0 comments

Slint: Cross Platform UI Library

https://slint.dev/
1•Palmik•15m ago•0 comments

AI and Education: Generative AI and the Future of Critical Thinking

https://www.youtube.com/watch?v=k7PvscqGD24
1•nyc111•15m ago•0 comments

Maple Mono: Smooth your coding flow

https://font.subf.dev/en/
1•signa11•16m ago•0 comments

Moltbook isn't real but it can still hurt you

https://12gramsofcarbon.com/p/tech-things-moltbook-isnt-real-but
1•theahura•20m ago•0 comments

Take Back the Em Dash–and Your Voice

https://spin.atomicobject.com/take-back-em-dash/
1•ingve•20m ago•0 comments

Show HN: 289x speedup over MLP using Spectral Graphs

https://zenodo.org/login/?next=%2Fme%2Fuploads%3Fq%3D%26f%3Dshared_with_me%25253Afalse%26l%3Dlist...
1•andrespi•21m ago•0 comments

Teaching Mathematics

https://www.karlin.mff.cuni.cz/~spurny/doc/articles/arnold.htm
2•samuel246•24m ago•0 comments

3D Printed Microfluidic Multiplexing [video]

https://www.youtube.com/watch?v=VZ2ZcOzLnGg
2•downboots•24m ago•0 comments

Abstractions Are in the Eye of the Beholder

https://software.rajivprab.com/2019/08/29/abstractions-are-in-the-eye-of-the-beholder/
2•whack•24m ago•0 comments

Show HN: Routed Attention – 75-99% savings by routing between O(N) and O(N²)

https://zenodo.org/records/18518956
1•MikeBee•24m ago•0 comments

We didn't ask for this internet – Ezra Klein show [video]

https://www.youtube.com/shorts/ve02F0gyfjY
1•softwaredoug•25m ago•0 comments

The Real AI Talent War Is for Plumbers and Electricians

https://www.wired.com/story/why-there-arent-enough-electricians-and-plumbers-to-build-ai-data-cen...
2•geox•28m ago•0 comments

Show HN: MimiClaw, OpenClaw(Clawdbot)on $5 Chips

https://github.com/memovai/mimiclaw
1•ssslvky1•28m ago•0 comments

I Maintain My Blog in the Age of Agents

https://www.jerpint.io/blog/2026-02-07-how-i-maintain-my-blog-in-the-age-of-agents/
3•jerpint•29m ago•0 comments

The Fall of the Nerds

https://www.noahpinion.blog/p/the-fall-of-the-nerds
1•otoolep•30m ago•0 comments

Show HN: I'm 15 and built a free tool for reading ancient texts.

https://the-lexicon-project.netlify.app/
5•breadwithjam•33m ago•2 comments

How close is AI to taking my job?

https://epoch.ai/gradient-updates/how-close-is-ai-to-taking-my-job
1•cjbarber•34m ago•0 comments
Open in hackernews

How we made Python's packaging library 3x faster

https://iscinumpy.dev/post/packaging-faster/
22•todsacerdoti•4w ago

Comments

zahlman•4w ago
I've been following this development on the PyPA Discord.

"Python's packaging library" in the title means the library actually called `packaging`. This is an important vendored component of pip and also gets used by other tools, such as the various build backends and the reference `build` frontend. So quite a few people will benefit, non-obviously.

notatallshaw•4w ago
As a pip maintainer I primarily think about resolution and resolver performance. I got involved when pip introduced it's current resolver around late 2020, and got my first PR landed in mid 2021.

I recently became a packaging maintainer, from working on fixing edge case behavior around specifiers and prerelease versions.

When I did some recent profiling I noticed that A LOT of time was being spent in packaging, largely parsing version strings. I found a few places in pip and packaging that reduced the number of Version objects being created, Henry really ran with the idea of improving performance and made big improvements. I'm excited for this to be vendored in pip 26.0 coming out at the end of January.

If anyone is interested the next big improvement for pip is likely to implement a real CDCL (Conflict-Driven Clause Learning) resolver algorithm, like uv's use of pubgrub-rs. That said, I do this in my spare time so it may be a year or more before I make any real traction on implementing that.

anitil•2w ago
Can you recommend any resources on CDCL? I've just started reading up on Dart's primer [0] but I feel like it's slightly out of my grasp

[0] https://github.com/dart-lang/pub/blob/master/doc/solver.md

notatallshaw•2w ago
I found the diagrams on the Wikipedia pages help build an intuitive understanding of each step: https://en.wikipedia.org/wiki/Conflict-driven_clause_learnin...

Also, the pubgrub-rs guide I find has a gentle ramp in introducing complexity: https://pubgrub-rs-guide.pages.dev/internals/intro

anitil•2w ago
This was a fun read, and my first time seeing 'asv' used to track performance over time. I was surprised to see the regexes used to capture version info, I thought it would be a custom parser