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Your Website Is Not for You

https://websmith.studio/blog/your-website-is-not-for-you/
138•pumbaa•3h ago•86 comments

Running Adobe's 1991 PostScript Interpreter in the Browser

https://www.pagetable.com/?p=1854
49•ingve•2h ago•12 comments

Apple accidentally left Claude.md files Apple Support app

https://xcancel.com/aaronp613/status/2049986504617820551
191•andruby•3h ago•119 comments

How Mark Klein told the EFF about Room 641A [book excerpt]

https://thereader.mitpress.mit.edu/the-whistleblower-who-uncovered-the-nsas-big-brother-machine/
649•the-mitr•21h ago•217 comments

New copy of earliest poem in English, written 1,3k years ago, discovered in Rome

https://www.tcd.ie/news_events/articles/2026/caedmons-hymn-discovery/
125•giuliomagnifico•2d ago•79 comments

Show HN: Perfect Bluetooth MIDI for Windows

62•mayerwin•4h ago•14 comments

Advanced Quantization Algorithm for LLMs

https://github.com/intel/auto-round
34•lastdong•5h ago•4 comments

Grok 4.3

https://docs.x.ai/developers/models/grok-4.3
213•simianwords•6h ago•294 comments

Show HN: WhatCable, a tiny menu bar app for inspecting USB-C cables

https://github.com/darrylmorley/whatcable
229•sleepingNomad•5h ago•80 comments

For Linux kernel vulnerabilities, there is no heads-up to distributions

https://www.openwall.com/lists/oss-security/2026/04/30/10
556•ori_b•21h ago•463 comments

OpenWarp

https://openwarp.zerx.dev
136•zero-lab•12h ago•104 comments

If I could make my own GitHub

https://matduggan.com/if-i-could-make-my-own-github/
68•matricaria•1d ago•96 comments

Shai-Hulud Themed Malware Found in the PyTorch Lightning AI Training Library

https://semgrep.dev/blog/2026/malicious-dependency-in-pytorch-lightning-used-for-ai-training/
426•j12y•22h ago•157 comments

A Letter from Dijkstra on APL

https://www.jsoftware.com/papers/Dijkstra_Letter.htm
10•tosh•2h ago•3 comments

Opus 4.7 knows the real Kelsey

https://www.theargumentmag.com/p/i-can-never-talk-to-an-ai-anonymously
391•ilamont•1d ago•209 comments

Softmax, can you derive the Jacobian? And should you care?

https://idlemachines.co.uk/essays/softmax
77•smaddrellmander•3d ago•19 comments

Maladaptive Frugality

https://herbertlui.net/maladaptive-frugality/
146•herbertl•2d ago•125 comments

Our agent found a bug with WireGuard in Google Kubernetes Engine

https://lovable.dev/blog/hunting-networking-bugs-in-kubernetes
39•vikeri•6h ago•17 comments

How an oil refinery works

https://www.construction-physics.com/p/how-an-oil-refinery-works
468•chmaynard•1d ago•161 comments

Claude Code refuses requests or charges extra if your commits mention "OpenClaw"

https://twitter.com/theo/status/2049645973350363168
1229•elmean•23h ago•676 comments

CPanel and WHM Authentication Bypass – CVE-2026-41940

https://labs.watchtowr.com/the-internet-is-falling-down-falling-down-falling-down-cpanel-whm-auth...
128•zikani_03•15h ago•49 comments

I built a Game Boy emulator in F#

https://nickkossolapov.github.io/fame-boy/building-a-game-boy-emulator-in-fsharp/
304•elvis70•21h ago•71 comments

Can I disable all data collection from my vehicle?

https://rivian.com/support/article/can-i-disable-all-data-collection-from-my-vehicle
663•Cider9986•18h ago•282 comments

Roboticist-Turned-Teacher Built a Life-Size Replica of Eniac

https://spectrum.ieee.org/roboticist-turned-teacher-eniac-replica
46•oldnetguy•2d ago•9 comments

Auto Polo

https://en.wikipedia.org/wiki/Auto_polo
88•canjobear•2d ago•22 comments

You can beat the binary search

https://lemire.me/blog/2026/04/27/you-can-beat-the-binary-search/
340•vok•3d ago•151 comments

I Got Sick of Remembering Port Numbers

https://gregraiz.com/blog/local-vibe/
108•graiz•2d ago•103 comments

The Rotary Un-Smartphone (2023)

https://skysedge.com/telecom/RUSP/index.html
49•tzury•4h ago•9 comments

After dissing Anthropic for limiting Mythos, OpenAI restricts access to Cyber

https://techcrunch.com/2026/04/30/after-dissing-anthropic-for-limiting-mythos-openai-restricts-ac...
107•gbourne1•4h ago•82 comments

New mechanical panoramic film camera from Jeff Bridges

https://wideluxx.com
175•armadsen•2d ago•83 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.