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How LLMs work

https://www.0xkato.xyz/how-llms-actually-work/
173•0xkato•2d ago•41 comments

The intracies of modern camera lens repair (2024)

https://salvagedcircuitry.com/sigma-45mm.html
138•transistor-man•6h ago•45 comments

Pre-Modern Armies for Worldbuilders, Part I: Why They Fight

https://acoup.blog/2026/06/05/collections-pre-modern-armies-for-worldbuilders-part-i-why-they-fight/
41•gostsamo•3h ago•4 comments

The back cover of C++: The Language raises questions not answered by front cover

https://devblogs.microsoft.com/oldnewthing/20260605-01/?p=112391
66•paulmooreparks•3h ago•10 comments

S&P 500 rejects SpaceX, also blocking entry for OpenAI and Anthropic

https://arstechnica.com/tech-policy/2026/06/sp-500-blocks-fast-spacex-entry-wont-waive-rule-for-u...
164•maltalex•2h ago•25 comments

Ten Years of Franz

https://meetfranz.com/blog/ten-years-of-franz
14•tosh•2d ago•4 comments

Lockdown Mode

https://help.openai.com/en/articles/20001061-lockdown-mode
41•berlianta•3h ago•18 comments

Astronauts told to return to ISS after sheltering over air leak repairs

https://www.bbc.com/news/live/c4g44ew3g1kt
378•janpot•15h ago•243 comments

pg_durable: Microsoft open sources in-database durable execution

https://github.com/microsoft/pg_durable
378•coffeemug•14h ago•86 comments

New method turns ocean water into drinking water, without waste

https://www.rochester.edu/newscenter/what-is-desalination-definition-ocean-water-704732/
328•speckx•15h ago•141 comments

No Let, No Rec, No Problem: A Gentler Introduction to the Y and Z Combinators

https://irfanali.org/blog/zcom
29•sayyadirfanali•3d ago•3 comments

Gemma 4 QAT models: Optimizing compression for mobile and laptop efficiency

https://blog.google/innovation-and-ai/technology/developers-tools/quantization-aware-training-gem...
325•theanonymousone•14h ago•99 comments

Ask HN: What was your "oh shit" moment with GenAI?

280•andrehacker•1d ago•530 comments

Did Claude increase bugs in rsync?

https://alexispurslane.github.io/rsync-analysis/
377•logicprog•18h ago•378 comments

Mouseless – keyboard-driven control of macOS/Linux/Windows

https://mouseless.click
509•riddley•2d ago•211 comments

My Agent Skill for Test-Driven Development

https://www.saturnci.com/my-agent-skill-for-test-driven-development.html
162•laxmena•1d ago•66 comments

The perils of UUID primary keys in SQLite

https://andersmurphy.com/2026/06/05/the-perils-of-uuid-primary-keys-in-sqlite.html
60•emschwartz•7h ago•31 comments

Gov.uk has replaced Stripe with Dutch provider Adyen

https://www.theregister.com/public-sector/2026/06/04/govuk-goes-dutch-on-payments-as-it-dumps-str...
408•toomuchtodo•13h ago•141 comments

Conventional Commits encourages focus on the wrong things

https://sumnerevans.com/posts/software-engineering/stop-using-conventional-commits/
295•jsve•15h ago•227 comments

Ask HN: Why is the HN crowd so anti-AI?

92•Ekami•4h ago•185 comments

The Quiet Numbers Station: Decoding Nineteen Years of GPS Cryptography

https://www.benthamsgaze.org/2026/06/02/the-quiet-numbers-station-decoding-nineteen-years-of-gps-...
80•lordgilman•17h ago•69 comments

Nine Ways to Do Inheritance in Rust, a Language Without Inheritance

https://medium.com/@carlmkadie/nine-ways-to-do-inheritance-in-rust-a-language-without-inheritance...
29•pjmlp•2d ago•4 comments

Europe's largest Copper Age tomb: children's bones show ancient health crisis

https://phys.org/news/2026-05-europe-largest-copper-age-tomb.html
25•gmays•1d ago•5 comments

Transformers are inherently succinct

https://openreview.net/pdf?id=Yxz92UuPLQ
113•brandonb•11h ago•32 comments

Nordstjernen 1.0

https://github.com/nordstjernen-web/nordstjernen/releases/tag/1.0.0
38•andreasrosdal•7h ago•13 comments

Three of our worst VC stories

https://twitter.com/eastdakota/status/2062860530360959273
215•orgonon•11h ago•108 comments

Show HN: ABC Classic 100 Rankings visualised

https://classic100.gotski.workers.dev/
26•gotski•5h ago•17 comments

Tracing a powerful GNSS interference source over Europe

https://arxiv.org/abs/2606.03673
384•mimorigasaka•22h ago•201 comments

India's surprise baby bust

https://www.economist.com/leaders/2026/06/04/indias-surprise-baby-bust-is-a-warning-to-the-world
166•hakonbogen•16h ago•720 comments

Cooldown Support for Ruby Bundler

https://blog.rubygems.org/2026/06/03/cooldown-let-new-gems-be-vetted.html
156•calyhre•3d ago•42 comments
Open in hackernews

Understanding the Go Scheduler

https://nghiant3223.github.io/2025/04/15/go-scheduler.html
180•gnabgib•1y ago

Comments

90s_dev•1y ago
I heard that the scheduler is a huge obstacle to many potential optimizations, is that true?
NAHWheatCracker•1y 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•1y 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•1y ago
That sounds a lot like just using another language.
silisili•1y 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•1y 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•1y 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•1y ago
That's so funny. I just saw `61` in the Tokio code with a comment "copied this from Go"
__turbobrew__•1y 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•1y ago
Relevant proposal to make GOMAXPROCS cgroup-aware: https://github.com/golang/go/issues/73193
robinhoodexe•1y ago
Looks like it was just merged btw.
yencabulator•1y ago
This should be automatic these days (for the basic scenarios).

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

jasonthorsness•1y ago
uh isn't that change 3 hours old?
kortex•1y ago
Fantastic writeup! Visualizations are great, the writeup is thorough but readable.
weiwenhao•1y ago
Your write-up is so detailed that I even feel like I could implement a complete golang scheduler myself
davidw•1y ago
I'd be interested in seeing a comparison of this and the BEAM/Erlang/Elixir scheduler by someone paying attention to the details.
yencabulator
•
1y 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•1y ago
super-weird coincidence but welcome, I have been waiting for this for a long time!
williamdclt•1y 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•1y 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•1y ago
GOMEMLIMIT is not as easy, you may have other processes in the same container/cgroup also using memory.
kunley•1y 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•1y 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•1y 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•1y 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•1y 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.