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Git commands I run before reading any code

https://piechowski.io/post/git-commands-before-reading-code/
844•grepsedawk•6h ago•186 comments

MegaTrain: Full Precision Training of 100B+ Parameter LLMs on a Single GPU

https://arxiv.org/abs/2604.05091
116•chrsw•2h ago•23 comments

Show HN: We fingerprinted 178 AI models' writing styles and similarity clusters

https://rival.tips/research/model-similarity
30•nuancedev•1h ago•6 comments

They're Made Out of Meat (1991)

http://www.terrybisson.com/theyre-made-out-of-meat-2/
91•surprisetalk•3h ago•28 comments

Veracrypt project update

https://sourceforge.net/p/veracrypt/discussion/general/thread/9620d7a4b3/
677•super256•7h ago•222 comments

Škoda DuoBell: A bicycle bell that penetrates noise-cancelling headphones

https://www.skoda-storyboard.com/en/skoda-world/skoda-duobell-a-bicycle-bell-that-outsmarts-even-...
256•ra•6h ago•345 comments

US cities are axing Flock Safety surveillance technology

https://www.cnet.com/home/security/when-flock-comes-to-town-why-cities-are-axing-the-controversia...
221•giuliomagnifico•2h ago•111 comments

Audio Reactive LED Strips Are Diabolically Hard

https://scottlawsonbc.com/post/audio-led
98•surprisetalk•1d ago•28 comments

Project Glasswing: Securing critical software for the AI era

https://www.anthropic.com/glasswing
1411•Ryan5453•21h ago•729 comments

Revision Demoparty 2026: Razor1911 [video]

https://www.youtube.com/watch?v=Lw4W9V57SKs&t=5716s
265•tetrisgm•9h ago•90 comments

Show HN: Explore the Silk Roads through an interactive map

https://www.intofarlands.com/silk-roads-map
3•intofarlands•10m ago•0 comments

Show HN: Go-Bt: Minimalist Behavior Trees for Go

https://github.com/rvitorper/go-bt
5•rvitorper•37m ago•0 comments

Lunar Flyby

https://www.nasa.gov/gallery/lunar-flyby/
860•kipi•1d ago•207 comments

Show HN: We built a camera only robot vacuum for less than 300$ (Well almost)

https://indraneelpatil.github.io/blog/2026/robot-vacuum/
71•indraneelpatil•2d ago•22 comments

Your File System Is Already A Graph Database

https://rumproarious.com/2026/04/04/your-file-system-is-already-a-graph-database/
85•alxndr•2d ago•37 comments

Teardown of unreleased LG Rollable shows why rollable phones aren't a thing

https://arstechnica.com/gadgets/2026/04/teardown-of-unreleased-lg-rollable-shows-why-rollable-pho...
5•DamnInteresting•1d ago•0 comments

Iran demands Bitcoin fees for ships passing Hormuz during ceasefire

https://www.ft.com/content/02aefac4-ea62-48db-9326-c0da373b11b8
21•pavlov•1h ago•11 comments

Protect your shed

https://dylanbutler.dev/blog/protect-your-shed/
236•baely•12h ago•63 comments

Mario and Earendil

https://lucumr.pocoo.org/2026/4/8/mario-and-earendil/
38•doppp•5h ago•16 comments

System Card: Claude Mythos Preview [pdf]

https://www-cdn.anthropic.com/53566bf5440a10affd749724787c8913a2ae0841.pdf
775•be7a•20h ago•570 comments

LLM plays an 8-bit Commander X16 game using structured "smart senses"

https://pvp-ai.russell-harper.com
8•russellharper•2h ago•1 comments

GLM-5.1: Towards Long-Horizon Tasks

https://z.ai/blog/glm-5.1
577•zixuanlimit•22h ago•233 comments

Native Americans had dice 12k years ago

https://www.nbcnews.com/science/science-news/native-americans-dice-games-probability-study-rcna26...
108•delichon•4d ago•48 comments

The Harvard Library Passport

https://fi-le.net/stamps/
27•fi-le•2d ago•7 comments

How to get better at guitar

https://www.jakeworth.com/posts/how-to-get-better-at-guitar/
416•jwworth•2d ago•213 comments

Cambodia unveils statue to honour famous landmine-sniffing rat

https://www.bbc.com/news/articles/c0rx7xzd10xo
445•speckx•21h ago•105 comments

Slightly safer vibecoding by adopting old hacker habits

http://addxorrol.blogspot.com/2026/03/slightly-safer-vibecoding-by-adopting.html
146•transpute•5d ago•81 comments

S3 Files

https://www.allthingsdistributed.com/2026/04/s3-files-and-the-changing-face-of-s3.html
347•werner•19h ago•102 comments

A truck driver spent 20 years making a scale model of every building in NYC

https://www.smithsonianmag.com/smart-news/a-truck-drive-spent-20-years-making-this-astonishing-sc...
376•1659447091•2d ago•64 comments

Show HN: I pipe free sports streams into Jellyfin – no ads, just HLS

https://github.com/pcruz1905/hls-restream-proxy
27•pruz•2h ago•3 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•11mo ago

Comments

nmstoker•11mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•11mo ago
The most impact will be achieved on java standard library, like Streams (cited in the article). Right now, although their behavior is well stablished and they are mostly used in the "factory" mode (no user subclassing or implementation of the stream api), they cannot be shipped with the JVM already compiled.

If you can find a way (which this JEP is one way) to make the bulk of the java standard api AOT compiled, then java programs will be faster (much faster).

Also, the JVM is already an engine marvel (java JIT code is fast as hell), but this will make java programs much nimbler.

rzwitserloot•11mo ago
I assume you meant with the AOT argument: "The initial few minutes of a JVM's existence, which would be the entire lifetime if you're using java the way you use e.g. your average executable in your `/usr/bin` dir".

Saying "java programs will be faster" is perhaps a bit misleading to those who don't know how java works. This will speed up only the first moments of a JVM execution, nothing more. Or, I misread the JEP, in which case I'd owe you one if you can explain what I missed.

As a java developer this will be lightly convenient when developing. We go through JVM warmup a lot more than your average user ever does. Personally I think I'm on the low end (I like debuggers, and I don't use TDD-style "what I work on is dictated by a unit test run and thus I rerun the tests a lot during development". But still it excites me somewhat, so that should mean your average java dev should be excited quite a bit by this.

I am not all that experienced in it, but I gather that lambda-style java deployments (self contained simple apps that run on demand and could in theory be operating on a 'lets boot up a JVM to run this tiny job which won't last more than half a second') have looong ago moved on from actually booting JVMs for every job, such as by using Graal, an existing AOT tool. But if you weren't using those, hoo boy. This gives every java app 'graal level bootup' for as far as I can tell effectively free (a smidge of disk space to store the profile).

For the kinds of java deployments I'm more familiar with (a server that boots as the box boots and stays running until a reboot is needed to update deps or the app itself), this probably won't cause a noticable performance boost.

indolering•11mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•11mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•11mo ago
in addition to storing profiles, what about caching some native code? so that we can eliminate the JIT overhead for hot functions

EDIT: they describe this in their "Alternative" section as future work

tikkabhuna•11mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•11mo ago
Faint echoes of the very first optimizing compiler, Fortran I, which did a monte carlo simulation of the flow graph to attempt to detect hot spots in the flow graph so it could allocate registers to inner loops first.
indolering•11mo ago
OpenJ9 has had some of this type of functionality for a while now. Glad to see the difference between interpreted and compiled languages continue to get fuzzier.
pjmlp•11mo ago
Even longer than that, OpenJ9 AOT capabilities, and JIT cache, go back to the Websphere Real-Time JVM, whose branding had nothing to do with J2EE application server.

Most documentation is gone from the Internet, I was able to dig one of the old manuals,

https://ftpmirror.your.org/pub/misc/ftp.software.ibm.com/sof...

These kind of features have been available in commercial JVMs like those for a while now, what the community is finally getting are free beer versions of such capabilities.