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An Update on GitHub Availability

https://github.blog/news-insights/company-news/an-update-on-github-availability/
73•salkahfi•1h ago•33 comments

GTFOBins

https://gtfobins.org/
223•StefanBatory•4h ago•64 comments

The Social Edge of Intelligence: Individual Gain, Collective Loss

https://www.theideasletter.org/essay/the-social-edge-of-intelligence/
17•ForHackernews•1h ago•7 comments

Talkie: a 13B vintage language model from 1930

https://talkie-lm.com/introducing-talkie
390•jekude•13h ago•142 comments

The World's Most Complex Machine

https://worksinprogress.co/issue/the-worlds-most-complex-machine/
60•mellosouls•2d ago•18 comments

Microsoft and OpenAI end their exclusive and revenue-sharing deal

https://www.bloomberg.com/news/articles/2026-04-27/microsoft-to-stop-sharing-revenue-with-main-ai...
892•helsinkiandrew•21h ago•766 comments

Is my blue your blue?

https://ismy.blue/
574•theogravity•14h ago•383 comments

Can You Find the Comet?

https://apod.nasa.gov/apod/ap260427.html
52•ColinWright•1d ago•15 comments

WASM is not quite a stack machine

https://purplesyringa.moe/blog/wasm-is-not-quite-a-stack-machine/
55•signa11•6h ago•16 comments

High Performance Git

https://gitperf.com/
158•gnabgib•10h ago•33 comments

Mo RAM, Mo Problems (2025)

https://fabiensanglard.net/curse/
143•blfr•2d ago•23 comments

Pgrx: Build Postgres Extensions with Rust

https://github.com/pgcentralfoundation/pgrx
105•luu•3d ago•5 comments

In Kannauj, perfumers have been making monsoon-infused mitti attar for centuries

https://www.atlasobscura.com/articles/smell-of-rain-kannauj-perfume-mitti-attar-india
6•bcaulfield•1d ago•0 comments

4TB of voice samples just stolen from 40k AI contractors at Mercor

https://app.oravys.com/blog/mercor-breach-2026
541•Oravys•1d ago•206 comments

Three men are facing charges in Toronto SMS Blaster arrests

https://www.tps.ca/media-centre/stories/unprecedented-sms-blaster-arrests/
168•gnabgib•14h ago•81 comments

Men who stare at walls

https://www.alexselimov.com/posts/men_who_stare_at_walls/
597•aselimov3•1d ago•275 comments

The quiet resurgence of RF engineering

https://atempleton.bearblog.dev/quiet-resurgence-of-rf-engineering/
202•merlinq•2d ago•113 comments

Easyduino: Open Source PCB Devboards for KiCad

https://github.com/Hanqaqa/Easyduino
222•Hanqaqa•17h ago•35 comments

LingBot-Map: Streaming 3D reconstruction with geometric context transformer

https://technology.robbyant.com/lingbot-map
33•nateb2022•7h ago•2 comments

Networking changes coming in macOS 27

https://eclecticlight.co/2026/04/23/networking-changes-coming-in-macos-27/
229•pvtmert•19h ago•211 comments

How I leared what a decoupling capacitor is for, the hard way

https://nbelakovski.substack.com/p/how-i-learned-what-a-decoupling-capacitor
104•actinium226•2d ago•59 comments

The woes of sanitizing SVGs

https://muffin.ink/blog/scratch-svg-sanitization/
224•varun_ch•19h ago•93 comments

Pgbackrest is no longer being maintained

https://github.com/pgbackrest/pgbackrest
430•c0l0•1d ago•221 comments

Fully Featured Audio DSP Firmware for the Raspberry Pi Pico

https://github.com/WeebLabs/DSPi
296•BoingBoomTschak•2d ago•83 comments

FDA approves first gene therapy for treatment of genetic hearing loss

https://www.fda.gov/news-events/press-announcements/fda-approves-first-ever-gene-therapy-treatmen...
246•JeanKage•1d ago•91 comments

Spanish archaeologists discover trove of ancient shipwrecks in Bay of Gibraltar

https://www.theguardian.com/science/2026/apr/15/hidden-treasures-spanish-archaeologists-discover-...
114•1659447091•2d ago•35 comments

Radar Laboratory – Interactive Radar Phenomenology

https://radarlaboratory.com/
58•jonbaer•2d ago•5 comments

GitHub Copilot is moving to usage-based billing

https://github.blog/news-insights/company-news/github-copilot-is-moving-to-usage-based-billing/
681•frizlab•19h ago•509 comments

Quarkdown – Markdown with Superpowers

https://quarkdown.com/
322•amai•1d ago•122 comments

Lessons from building multiplayer browsers

https://www.alejandro.pe/writing/sail-muddy-lessons
48•alejandrohacks•1d ago•14 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.