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OpenBSD-current now runs as guest under Apple Hypervisor

https://www.undeadly.org/cgi?action=article;sid=20260115203619
102•gpi•1h ago•4 comments

Boeing knew of flaw in part linked to UPS plane crash

https://www.bbc.com/news/articles/cly56w0p9e1o
31•1659447091•49m ago•6 comments

Apple is fighting for TSMC capacity as Nvidia takes center stage

https://www.culpium.com/p/exclusiveapple-is-fighting-for-tsmc
616•speckx•13h ago•371 comments

Pocket TTS: A high quality TTS that gives your CPU a voice

https://kyutai.org/blog/2026-01-13-pocket-tts
267•pain_perdu•23h ago•49 comments

Inside The Internet Archive's Infrastructure

https://hackernoon.com/the-long-now-of-the-web-inside-the-internet-archives-fight-against-forgetting
292•dvrp•1d ago•65 comments

Briar keeps Iran connected via Bluetooth and Wi-Fi when the internet goes dark

https://briarproject.org/manual/fa/
195•us321•9h ago•88 comments

Linux boxes via SSH: suspended when disconected

https://shellbox.dev/
142•messh•8h ago•94 comments

My Gripes with Prolog

https://buttondown.com/hillelwayne/archive/my-gripes-with-prolog/
51•azhenley•4h ago•36 comments

Ask HN: How can we solve the loneliness epidemic?

470•publicdebates•12h ago•781 comments

Photos capture the breathtaking scale of China's wind and solar buildout

https://e360.yale.edu/digest/china-renewable-photo-essay
584•mrtksn•19h ago•438 comments

Show HN: Gambit, an open-source agent harness for building reliable AI agents

https://github.com/bolt-foundry/gambit
55•randall•4h ago•11 comments

JuiceFS is a distributed POSIX file system built on top of Redis and S3

https://github.com/juicedata/juicefs
126•tosh•10h ago•70 comments

Claude is good at assembling blocks, but still falls apart at creating them

https://www.approachwithalacrity.com/claude-ne/
199•bblcla•1d ago•144 comments

Data is the only moat

https://frontierai.substack.com/p/data-is-your-only-moat
98•cgwu•10h ago•24 comments

Show HN: OpenWork – An open-source alternative to Claude Cowork

https://github.com/different-ai/openwork
157•ben_talent•2d ago•27 comments

Go-legacy-winxp: Compile Golang 1.24 code for Windows XP

https://github.com/syncguy/go-legacy-winxp/tree/winxp-compat
87•Oxodao•3d ago•35 comments

All 23-Bit Still Lifes Are Glider Constructible

https://mvr.github.io/posts/xs23.html
25•HeliumHydride•5h ago•3 comments

The five orders of ignorance (2000)

https://cacm.acm.org/opinion/the-five-orders-of-ignorance/
12•svilen_dobrev•3d ago•3 comments

SETI Home Flags 100 Signals After Sorting 12B Others

https://news.berkeley.edu/2026/01/12/for-21-years-enthusiasts-used-their-home-computers-to-search...
54•TMEHpodcast•2h ago•12 comments

CVEs affecting the Svelte ecosystem

https://svelte.dev/blog/cves-affecting-the-svelte-ecosystem
146•tobr•11h ago•26 comments

First impressions of Claude Cowork

https://simonw.substack.com/p/first-impressions-of-claude-cowork
162•stosssik•1d ago•89 comments

Aviator (YC S21) is hiring to build multiplayer AI coding platform

https://www.ycombinator.com/companies/aviator/jobs
1•ankitdce•8h ago

Everything you need to know about act() in React tests

https://howtotestfrontend.com/resources/react-act-function-everything-you-need-to-know
3•howToTestFE•4d ago•0 comments

I Built a 1 Petabyte Server from Scratch [video]

https://www.youtube.com/watch?v=vVI7atoAeoo
28•zdw•5d ago•1 comments

Show HN: Reversing YouTube’s “Most Replayed” Graph

https://priyavr.at/blog/reversing-most-replayed/
19•prvt•2h ago•4 comments

Use of Bayesian methodology in clinical trials of drug and biological products [pdf]

https://www.fda.gov/media/190505/download
54•brendanashworth•21h ago•17 comments

What a Programmer Does (1967) [pdf]

http://archive.computerhistory.org/resources/text/Knuth_Don_X4100/PDF_index/k-9-pdf/k-9-u2769-1-B...
34•nz•5d ago•5 comments

Supply Chain Vuln Compromised Core AWS GitHub Repos & Threatened the AWS Console

https://www.wiz.io/blog/wiz-research-codebreach-vulnerability-aws-codebuild
103•uvuv•11h ago•22 comments

25 Years of Wikipedia

https://wikipedia25.org
471•easton•15h ago•380 comments

Why senior engineers let bad projects fail

https://lalitm.com/post/why-senior-engineers-let-bad-projects-fail/
158•SupremumLimit•6h ago•115 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•8mo ago

Comments

nmstoker•8mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•8mo 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•8mo 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•8mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•8mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•8mo 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•8mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•8mo 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•8mo 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•8mo 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.