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GPU World

https://www.gpuworld.org/
48•simonpure•2h ago•8 comments

Fastpotify

https://fastpotify.rocks/
162•nreece•3h ago•65 comments

Restroom Archive

https://restroomarchive.com
54•jcalx•2h ago•3 comments

I turned my security cameras into an automatic bird identification system

https://jasontucker.blog/how-i-turned-my-security-cameras-into-an-automatic-bird-identification-s...
439•speckx•13h ago•102 comments

Playa Phone

https://playaphone.com/
574•cutoff•15h ago•202 comments

2004 RuneScape fit a multiplayer RPG into 56k dial-up

https://jkm.dev/posts/how-2004-runescape-fit-a-multiplayer-rpg-into-56k-dialup/
83•fagnerbrack•4h ago•42 comments

A walkable ASCII cyberpunk city in one HTML file [video]

https://www.youtube.com/watch?v=3YtygAx_C6A
287•keithcarolus•11h ago•35 comments

Terence Tao explains 6 essential mathematical concepts [video]

https://www.youtube.com/watch?v=OOMx2BHHWtE
338•matthewsinclair•1d ago•39 comments

Evidence of Fraud in an Influential Study About Procrastination

https://datacolada.org/138
155•Anon84•6h ago•102 comments

Dwarf Fortress is getting the mother of all magic updates

https://www.rockpapershotgun.com/dwarf-fortress-is-getting-the-mother-of-all-magic-updates-extend...
366•Tomte•4d ago•134 comments

RotaryCell: Making an unmodified rotary phone work over LTE with an ESP32-S3

https://github.com/fregacmols/RotaryCell
23•jombib•3h ago•2 comments

Borges Labyrinth in Venice reopens to the public

https://www.wallpaper.com/design-interiors/labirinto-borges-venice-reopening
45•gone35•3d ago•6 comments

Apple caught off guard by AI demand for Mac Mini and Mac Studio

https://www.macrumors.com/2026/08/30/apple-unexpected-mac-mini-and-studio-demand/
366•thm•17h ago•415 comments

Show HN: Laser Graffiti

https://laser.consti.de
166•con•2d ago•32 comments

Vermell – Minimal, dependency-free C++ web framework using epoll

https://github.com/vermellcc/vermell
11•standar-donkey•58m ago•2 comments

Cheap GPS jammers are filling the world with navigation dead zones

https://www.wsj.com/tech/gps-jammers-dead-zones-e76f3261
116•vinnyglennon•1d ago•107 comments

Lion-man

https://en.wikipedia.org/wiki/Lion-man
92•gurjeet•2d ago•46 comments

I think the military commissary's freezers were hacked

https://signalandsilence.substack.com/p/i-think-someone-hacked-the-commissary
310•jcurbo•18h ago•167 comments

Develop Cross-Platform CLI and GUI Tools with Tcl/Tk

https://cgicoffee.com/blog/2026/04/tcl-tk-develop-cross-platform-cli-gui-tools-tutorial-guide
86•aryonoco•7h ago•40 comments

Smartphone LED detects hidden cameras with AI

https://www.chosun.com/english/industry-en/2026/08/30/SBFXUIJQYZEARKP5T4FBAY25HQ/
187•geox•1d ago•54 comments

DoltLite: A SQLite fork with Git-style version control, built with 2k agent PRs

https://www.dolthub.com/blog/2026-08-31-doltlite-beta/
21•lbw1215•4h ago•4 comments

Flat vs. segmented memory – it's recursive

https://www.humprog.org/~stephen/blog/2026/08/25/#flat-vs-segmented
4•signa11•4d ago•0 comments

Autonomous (YC F25) is hiring engineers

1•dkobran•8h ago

Run macOS Software on Linux

https://www.darlinghq.org/
188•Bluestein•7h ago•60 comments

A Cyanometer and a Cloud Colourimeter

https://byopiapress.wordpress.com/2024/05/19/a-cyanometer-and-a-cloud-colourimeter/
14•Kaibeezy•1d ago•1 comments

Google Antigravity introduces Boost deep reasoning (/boost)

https://antigravity.google/docs/boost/
61•simonpure•2h ago•41 comments

RavynOS: Pre-alpha open-source OS based on Darwin, FreeBSD, Apple open-source

https://ravynos.com/
188•Bluestein•13h ago•107 comments

ChatGPT Work Tool and Skill Reference

https://codex-tool-reference.simonw.chatgpt.site/
207•ijidak•15h ago•53 comments

Reverse engineering my ADHD test

https://nullpt.rs/reverse-engineering-adhd-test
182•hazebooth•4d ago•98 comments

'Mad honey' that can stop your heart is being sold online

https://phys.org/news/2026-08-mad-honey-heart-sold-online.html
171•samizdis•3d ago•105 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•1y ago

Comments

nmstoker•1y ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•1y 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•1y 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•1y ago
I thought Graal was going to slowly replace HotSpot?
vips7L•1y ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•1y 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•1y ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•1y 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•1y 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•1y 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.