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Ggml.ai joins Hugging Face to ensure the long-term progress of Local AI

https://github.com/ggml-org/llama.cpp/discussions/19759
403•lairv•3h ago•85 comments

I found a useful Git one liner buried in leaked CIA developer docs

https://spencer.wtf/2026/02/20/cleaning-up-merged-git-branches-a-one-liner-from-the-cias-leaked-d...
343•spencerldixon•3h ago•152 comments

Child's Play: Tech's new generation and the end of thinking

https://harpers.org/archive/2026/03/childs-play-sam-kriss-ai-startup-roy-lee/
151•ramimac•3h ago•86 comments

The path to ubiquitous AI (17k tokens/sec)

https://taalas.com/the-path-to-ubiquitous-ai/
493•sidnarsipur•7h ago•302 comments

Trump's global tariffs struck down by US Supreme Court

https://www.bbc.com/news/live/c0l9r67drg7t
586•blackguardx•2h ago•444 comments

Untapped Way to Learn a Codebase: Build a Visualizer

https://jimmyhmiller.com/learn-codebase-visualizer
135•andreabergia•8h ago•21 comments

PayPal discloses data breach that exposed user info for 6 months

https://www.bleepingcomputer.com/news/security/paypal-discloses-data-breach-exposing-users-person...
137•el_duderino•4h ago•36 comments

Legion Health (YC) Is Hiring Cracked SWEs for Autonomous Mental Health

https://jobs.ashbyhq.com/legionhealth/ffdd2b52-eb21-489e-b124-3c0804231424
1•ympatel•47m ago

Show HN: A native macOS client for Hacker News, built with SwiftUI

https://github.com/IronsideXXVI/Hacker-News
100•IronsideXXVI•3h ago•54 comments

Web Components: The Framework-Free Renaissance

https://www.caimito.net/en/blog/2026/02/17/web-components-the-framework-free-renaissance.html
141•mpweiher•9h ago•89 comments

Visible Spectra of the Elements

https://atomic-spectra.net/
15•djoldman•3d ago•1 comments

The Rediscovery of 103 Hokusai Lost Sketches (2021)

https://japan-forward.com/eternal-hokusai-the-rediscovery-of-103-hokusai-lost-sketches/
38•debo_•4d ago•2 comments

Minions – Stripe's Coding Agents Part 2

https://stripe.dev/blog/minions-stripes-one-shot-end-to-end-coding-agents-part-2
99•ludovicianul•6h ago•51 comments

The Popper Principle

https://theamericanscholar.org/the-popper-principle/
22•lermontov•1d ago•8 comments

Consistency diffusion language models: Up to 14x faster, no quality loss

https://www.together.ai/blog/consistency-diffusion-language-models
178•zagwdt•13h ago•73 comments

Raspberry Pi Pico 2 at 873.5MHz with 3.05V Core Abuse

https://learn.pimoroni.com/article/overclocking-the-pico-2
96•Lwrless•9h ago•24 comments

AI is not a coworker, it's an exoskeleton

https://www.kasava.dev/blog/ai-as-exoskeleton
428•benbeingbin•21h ago•420 comments

No Skill. No Taste

https://blog.kinglycrow.com/no-skill-no-taste/
83•ianbutler•1h ago•89 comments

Infrastructure decisions I endorse or regret after 4 years at a startup (2024)

https://cep.dev/posts/every-infrastructure-decision-i-endorse-or-regret-after-4-years-running-inf...
411•Meetvelde•3d ago•185 comments

Lessons learned from `oapi-codegen`'s time in the GitHub Secure Open Source Fund

https://www.jvt.me/posts/2026/02/17/oapi-codegen-github-secure/
3•zdw•2d ago•0 comments

Notes on Clarifying Man Pages

https://jvns.ca/blog/2026/02/18/man-pages/
45•surprisetalk•1d ago•30 comments

Reading the undocumented MEMS accelerometer on Apple Silicon MacBooks via iokit

https://github.com/olvvier/apple-silicon-accelerometer
112•todsacerdoti•12h ago•53 comments

US plans online portal to bypass content bans in Europe and elsewhere

https://www.reuters.com/world/us-plans-online-portal-bypass-content-bans-europe-elsewhere-2026-02...
418•c420•1d ago•802 comments

Show HN: Micasa – track your house from the terminal

https://micasa.dev
607•cpcloud•1d ago•193 comments

FreeCAD

https://www.freecad.org/index.php
344•doener•3d ago•142 comments

A beginner's guide to split keyboards

https://www.justinmklam.com/posts/2026/02/beginners-guide-split-keyboards/
212•thehaikuza•4d ago•224 comments

I tried building my startup entirely on European infrastructure

https://www.coinerella.com/made-in-eu-it-was-harder-than-i-thought/
619•willy__•8h ago•317 comments

Gemini 3.1 Pro

https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-1-pro/
905•MallocVoidstar•1d ago•872 comments

An ARM Homelab Server, or a Minisforum MS-R1 Review

https://sour.coffee/2026/02/20/an-arm-homelab-server-or-a-minisforum-ms-r1-review/
109•neelc•16h ago•85 comments

Fast KV Compaction via Attention Matching

https://arxiv.org/abs/2602.16284
59•cbracketdash•13h ago•12 comments
Open in hackernews

Understanding the Go Scheduler

https://nghiant3223.github.io/2025/04/15/go-scheduler.html
180•gnabgib•9mo ago

Comments

90s_dev•9mo ago
I heard that the scheduler is a huge obstacle to many potential optimizations, is that true?
NAHWheatCracker•9mo ago
In some ways, yes. If you want to optimize at that level you ought to use another language.

I'm not a low level optimization guy, but I've had occasions where I wanted control over which threads my goroutines are running on or prioritizing important goroutines. It's a trade off for making things less complex, which is standard for Go.

I suppose there's always hope that the Go developers can change things.

silisili•9mo ago
You can kinda work around this though. runtime package has a LockOSThread that pins a goroutine to its current thread and prevents others from using it.

If you model it in a way where you have one goroutine per os thread that receives and does work, it gets you close. But in many cases that means rearching the entire code base, as it's not a style I typically reach for.

naikrovek•9mo ago
That sounds a lot like just using another language.
silisili•9mo ago
It's really not that bad. If you have a codebase in Go you can speed up, it's fine.

That said, if you're greenfielding and see this as a limitation to begin with, picking another language is probably the right way.

jerf•9mo ago
If you need it here or there, no. I've got a use case where I need a single locked thread for a particular syscall's functionality. It's not like it leaks out into the rest of the program and everything else has to change to accomodate it.

If you need it pervasively, Go may not be the correct choice. Then again, the list of languages that is not a correct choice in that case is quite long. That's a minority case. An important one, but a minority one.

jasonthorsness•9mo ago
It's always a sign of good design when something as complex as the scheduler described "just works" with the simple abstraction of the goroutine. What a great article.

"1/61 of the time, check the global run queue." Stuff like this is a little odd; I would have thought this would be a variable dependent on the number of physical cores.

01HNNWZ0MV43FF•9mo ago
That's so funny. I just saw `61` in the Tokio code with a comment "copied this from Go"
__turbobrew__•9mo ago
Make sure you set GOMAXPROCS when the runtime is cgroup limited.

I once profiled a slow go program running on a node with 168 cores, but cpu.max was 2 cores for the cgroup. The runtime defaults to set GOMAXPROCS to the number of visible cores which was 168 in this case. Over half the runtime was the scheduler bouncing goroutines between 168 processes despite cpu.max being 2 CPU.

The JRE is smart enough to figure out if it is running in a resource limited cgroup and make sane decisions based upon that, but golang has no such thing.

xyzzy_plugh•9mo ago
Relevant proposal to make GOMAXPROCS cgroup-aware: https://github.com/golang/go/issues/73193
robinhoodexe•9mo ago
Looks like it was just merged btw.
yencabulator•9mo ago
This should be automatic these days (for the basic scenarios).

https://github.com/golang/go/blob/a1a151496503cafa5e4c672e0e...

jasonthorsness•9mo ago
uh isn't that change 3 hours old?
yencabulator•9mo ago
Oh heh yes it is. I just remembered the original discussion from 2019 (https://github.com/golang/go/issues/33803) and grepped the source tree for cgroup to see if that got done or not, but didn't check when it got done.

As said in 2019, import https://github.com/uber-go/automaxprocs to get the functionality ASAP.

jasonthorsness•9mo ago
super-weird coincidence but welcome, I have been waiting for this for a long time!
williamdclt•9mo ago
I honestly can’t count on my fingers and toes how many times something very precisely relevant to me was brought up or sorted out hours-to-days before I looked it up. And more often than once, by people I personally knew!

Always a weird feeling, it’s a small world

formerly_proven•9mo ago
This is probably going to save quadrillions of CPU cycles by making an untold number of deployed Go applications a bit more CPU efficient. Since Go is the "lingua franca" of containers, many ops people assume the Go runtime is container-aware - it's not (well not in any released version, yet).

If they'd now also make the GC respect memory cgroup limits (i.e. automatic GOMEMLIMIT), we'd probably be freeing up a couple petabytes of memory across the globe.

Java has been doing these things for a while, even OpenJDK 8 has had those patches since probably before covid.

mappu•9mo ago
GOMEMLIMIT is not as easy, you may have other processes in the same container/cgroup also using memory.
kunley•9mo ago
As long as I admit respecting cgroup's setting is a good thing, I am not sure it's really quadrillions.

Or is it? Need calculations

formerly_proven•9mo ago
I would've expected it to be either way too much or way too little, but after doing the math it could be sorta in the right ballpark, at least cosmically speaking.

Let's go with three quadrillion (which is apparently 10^15), let's assume a server CPU does 3 GHz (10^9), that's 10^6, a day is about 100k seconds, so ~ten days. But of course we're only saving cycles. I've seen throughput increase by about 50% when setting GOMAXPROCS on bigger machines, but in most of those cases we're looking at containers with fractional cores. On the other hand, there are many containers. So...

kunley•9mo ago
Nice reasoning, thanks.

Hey, but what did you have in mind with regard to bigger machines? I think we're talking here about lowering GOMAXPROCS to have in effect less context switching of the OS threads. While it can bring some good result, a gut feeling is that it'd be hardly 50% faster overall, is your scenario the same then?

01HNNWZ0MV43FF•9mo ago
Trying to see if Rust and Tokio have the same problem. I don't know enough about cgroups to be sure. Tokio at this line [1] ends up delegating to `std::thread::available_parallelism` [2] which says

> It may overcount the amount of parallelism available when limited by a process-wide affinity mask or cgroup quotas and sched_getaffinity() or cgroup fs can’t be queried, e.g. due to sandboxing.

[1] https://docs.rs/tokio/1.45.0/src/tokio/loom/std/mod.rs.html#...

[2] https://doc.rust-lang.org/stable/std/thread/fn.available_par...

nvarsj•9mo ago
Probably not?

The fundamental issue comes down to background GC and CPU quotas in cgroups.

If your number of worker threads is too high, GC will eat up all the quota.

kortex•9mo ago
Fantastic writeup! Visualizations are great, the writeup is thorough but readable.
weiwenhao•9mo ago
Your write-up is so detailed that I even feel like I could implement a complete golang scheduler myself
davidw•9mo ago
I'd be interested in seeing a comparison of this and the BEAM/Erlang/Elixir scheduler by someone paying attention to the details.