frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

Zero-Touch OAuth for MCP

https://blog.modelcontextprotocol.io/posts/enterprise-managed-auth/
60•niyikiza•2h ago•20 comments

Update on Ocean Observatories Initiative

https://www.nsf.gov/news/update-ocean-observatories-initiative
21•andsoitis•45m ago•2 comments

I found 10k GitHub repositories distributing Trojan malware

https://orchidfiles.com/github-repositories-distributing-malware/
641•theorchid•12h ago•144 comments

Cell-based architecture for resilient payment systems

https://americanexpress.io/cell-based-architecture-for-resilient-payment-systems/
71•birdculture•3d ago•23 comments

The AirPods Effect

https://www.theescapenewsletter.com/p/the-airpods-effect
54•herbertl•1h ago•59 comments

The Korean telecom giant at the center of Anthropic's Mythos controversy

https://www.wired.com/story/sk-telecom-anthropic-mythos-export-controls/
90•dstala•11h ago•61 comments

Ubiquiti: Enterprise NAS, Built on ZFS

https://blog.ui.com/article/introducing-enterprise-nas
241•ksec•10h ago•227 comments

Swiss parliament lifts ban on new nuclear power plants

https://www.bluewin.ch/en/news/switzerland/parliament-lifts-ban-on-new-nuclear-power-plants-32575...
666•leonidasrup•10h ago•523 comments

Zork name origin got an update on Wikipedia

https://www.dpolakovic.space/blogs/zork-part2#update
37•dpola•3h ago•5 comments

I told them forced consent was unlawful. 5 years later it cost Elkjop €1.8M

https://www.thatprivacyguy.com/blog/elkjop-forced-consent-fine/
194•speckx•5h ago•74 comments

CS 6120: Advanced Compilers: The Self-Guided Online Course (2020)

https://www.cs.cornell.edu/courses/cs6120/2025fa/self-guided/
284•ibobev•13h ago•43 comments

Hospitals and universities repurposing drugs at lower cost

https://www.kcl.ac.uk/news/hospitals-and-universities-repurposing-drugs-at-90-lower-cost
277•giuliomagnifico•13h ago•119 comments

The Token Compression Illusion: Why I'm Skeptical of RTK

https://mroczek.dev/articles/the-token-compression-illusion-why-im-skeptical-of-rtk/
71•lackoftactics•6h ago•83 comments

It doesn't matter if it works

https://henry.codes/writing/it-doesnt-matter-if-it-works/
5•tobr•3d ago•0 comments

Show HN: Are You in the Weights?

https://www.intheweights.com/
150•turtlesoup•3h ago•100 comments

Launch HN: TesterArmy (YC P26) – Agents that test web and mobile apps

https://tester.army
93•okwasniewski•9h ago•45 comments

Noam Shazeer Joins OpenAI

https://twitter.com/NoamShazeer/status/2067400851438932297
266•lukasgross•1d ago•243 comments

.gitignore Isn't the only way to ignore files in Git

https://nelson.cloud/.gitignore-isnt-the-only-way-to-ignore-files-in-git/
276•FergusArgyll•13h ago•88 comments

W Social, public institutions and the theater of European digital sovereignty

https://blog.elenarossini.com/w-social-public-institutions-and-the-theater-of-european-digital-so...
168•nemoniac•11h ago•116 comments

Agentic Resource Discovery Specification

https://agenticresourcediscovery.org/introduction/
45•damick•1d ago•12 comments

Modos Color Monitor Pushes E-Paper Displays Further

https://spectrum.ieee.org/modos-e-paper-monitor
219•Vinnl•12h ago•64 comments

Migrating from GNU Stow to Chezmoi

https://rednafi.com/misc/chezmoi/
96•speckx•7h ago•97 comments

The founder of Craigslist has given away half a billion dollars

https://www.independent.co.uk/us/money/craigslist-multimillionaire-craig-newmark-b2980681.html
301•Tomte•7h ago•223 comments

How Alberta Eradicated Rats

https://worksinprogress.co/issue/albertas-war-on-rats/
127•tzury•11h ago•93 comments

If your product is Great, it doesn't need to be Good (2010)

http://paulbuchheit.blogspot.com/2010/02/if-your-product-is-great-it-doesnt-need.html
17•skogstokig•3d ago•15 comments

Show HN: Gerrymandle - Daily puzzle game where you redraw electoral districts

https://gerrymandle.cc/
125•realmofthemad•10h ago•61 comments

Emacs 31 is around the corner: The changes I'm daily driving

https://www.rahuljuliato.com/posts/emacs-31-around-the-corner
408•frou_dh•12h ago•225 comments

Ask HN: Is anyone using the A2A protocol?

63•asim•15h ago•33 comments

Dutch Railways offers unlimited off-peak train travel nationwide for €49/month

https://www.ns.nl/en/season-tickets/dal-vrij
187•felipevb•3d ago•78 comments

Microsoft new Outlook takes 10 seconds to do what Outlook Classic does instantly

https://www.windowslatest.com/2026/06/15/microsofts-new-outlook-takes-10-seconds-to-do-what-outlo...
594•Adam-Hincu•12h ago•390 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.