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1-Click GitHub Token Stealing via a VSCode Bug

https://blog.ammaraskar.com/github-token-stealing/
163•ammar2•13h ago•23 comments

The American Missile Crisis

https://research.contrary.com/report/the-american-missile-crisis
40•JumpCrisscross•1h ago•27 comments

Use your Nvidia GPU's VRAM as swap space on Linux

https://github.com/c0dejedi/nbd-vram
201•tanelpoder•6h ago•61 comments

MAI-Code-1-Flash

https://microsoft.ai/news/introducingmai-code-1-flash/
426•EvanZhouDev•10h ago•182 comments

Agentic Mfw

https://agenticmotherfucking.website
90•elmerland•2h ago•24 comments

CT scans of BYD car parts

https://www.lumafield.com/scan-of-the-month/byd
293•viasfo•8h ago•125 comments

The Unreasonable Redundancy of Nature's Protein Folds

https://research.ligo.bio/posts/unreasonable-redundancy-of-natural-protein-folds/
13•ray__•1h ago•1 comments

Roku LT Operating System open source distribution

https://blog.roku.com/developer/roku-lt-os
49•dpmdpm•3h ago•12 comments

HHS is overriding peer review to require changes to research scope, design

https://www.science.org/content/article/exclusive-hhs-now-weighing-science-nih-grants
33•SubiculumCode•1h ago•21 comments

Capstone – multi-platform, multi-architecture disassembly framework

https://www.capstone-engine.org/
23•gregsadetsky•3h ago•0 comments

Gmail thinks I'm stupid, so I left

https://moddedbear.com/gmail-thinks-im-stupid-so-i-left
743•speckx•9h ago•434 comments

AI outperforms law professors in Stanford Law study

https://law.stanford.edu/press/ai-outperforms-law-professors-in-stanford-law-study/
144•berlianta•5h ago•130 comments

My thoughts after using Clojure for about a month

https://www.acdw.net/clojure/
159•speckx•9h ago•87 comments

Words of Type

https://wiki.wordsoftype.com/
14•tobr•2d ago•2 comments

Pluto.jl 1.0 release – reactive notebook for Julia

https://discourse.julialang.org/t/pluto-1-0-release/137296
61•fons-p•5h ago•4 comments

4K years ago, Mohenjo-daro grew more equal over time

https://archaeologymag.com/2026/05/mohenjo-daro-grew-more-equal-over-time/
69•marojejian•6h ago•36 comments

Open Repair Data Standard – Open Repair Alliance

https://openrepair.org/open-data/open-standard/
112•cassepipe•9h ago•3 comments

America's Data Center Build-Out Is Falling Way Behind Schedule

https://www.wsj.com/tech/ai/americas-data-center-build-out-is-falling-way-behind-schedule-e408a9a8
17•1vuio0pswjnm7•1h ago•10 comments

HP re-releases classic computer science calculator: The HP-16C

https://hpcalcs.com/product/hp-16c-collectors-edition/
143•dm319•10h ago•89 comments

How we index images for RAG

https://www.kapa.ai/blog/how-we-index-images-for-rag
104•mooreds•12h ago•14 comments

Loading Sega Games Off a Vinyl Record [video]

https://www.youtube.com/watch?v=c744iD0_fWU
24•zdw•2d ago•5 comments

Multicore suppport for DOS is real – partly

https://www.vogons.org/viewtopic.php?t=111336
76•beebix•2d ago•12 comments

OpenFOV – Webcam head tracking for iRacing

https://www.openfov.com/
102•mwit2023•3d ago•51 comments

SaySynth: A Brief History of Speaking Machines

https://brian.abelson.live/log/2025/12/20/saysynth-composition-codes.html
3•evakhoury•1d ago•0 comments

Trump signs downsized AI order after weeks of reversals

https://www.politico.com/news/2026/06/02/trump-signs-downsized-ai-order-00946389
192•_alternator_•12h ago•139 comments

Show HN: Paseo – Beautiful open-source coding agent interface

https://github.com/getpaseo/paseo
45•timhigins•6h ago•22 comments

Preparing for KDE Plasma's Last X11-Supported Release

https://blog.davidedmundson.co.uk/blog/596/
164•jandeboevrie•14h ago•193 comments

Fidonet: Technology, Use, Tools, and History (1993)

https://www.fidonet.org/inet92_Randy_Bush.txt
155•BruceEel•15h ago•64 comments

Bringing Up DeepSeek-V4-Flash on AMD MI300X

https://fergusfinn.com/blog/deepseek-v4-flash-mi300x/
94•kkm•11h ago•11 comments

QBE – Compiler Backend – 1.3

https://c9x.me/compile/release/qbe-1.3.html
84•birdculture•11h ago•29 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.