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GrapheneOS has been ported to Android 17

https://discuss.grapheneos.org/d/36469-grapheneos-has-been-ported-to-android-17-and-official-rele...
273•Cider9986•3h ago•110 comments

Running local models is good now

https://vickiboykis.com/2026/06/15/running-local-models-is-good-now/
948•jfb•9h ago•409 comments

SpaceX to buy Cursor for $60B

https://www.reuters.com/legal/transactional/spacex-buy-anysphere-60-billion-2026-06-16/
822•itsmarcelg•13h ago•1263 comments

Humiliating IIS servers for fun and jail time

https://mll.sh/humiliating-iis-servers-for-fun-and-jail-time/
19•denysvitali•1h ago•0 comments

TIL: You can make HTTP requests without curl using Bash /dev/TCP

https://mareksuppa.com/til/bash-dev-tcp-http-without-curl/
227•mrshu•7h ago•125 comments

Calvin and Hobbes and the price of integrity

https://therepublicofletters.substack.com/p/calvin-and-hobbes-and-the-price-of
237•pseudolus•8h ago•106 comments

Mechanical Watch (2022)

https://ciechanow.ski/mechanical-watch/
609•razin•12h ago•113 comments

GPT‑NL: a sovereign language model for the Netherlands

https://www.tno.nl/en/digital/artificial-intelligence/gpt-nl/
123•root-parent•6h ago•130 comments

Stop Using JWTs

https://gist.github.com/samsch/0d1f3d3b4745d778f78b230cf6061452
208•dzonga•7h ago•128 comments

Wolfram Language and Mathematica Version 15, AI Assistant, Symbolic Music, More

https://writings.stephenwolfram.com/2026/06/launching-version-15-of-wolfram-language-mathematica-...
5•alok-g•39m ago•1 comments

Has AI already killed self-help nonfiction books?

https://tim.blog/2026/06/12/has-ai-already-killed-nonfiction/
125•imakwana•6h ago•126 comments

But yak shaving is fun (2019)

https://parksb.github.io/en/article/32.html
195•parksb•9h ago•53 comments

The UK's Teen Social Media Ban Is Political Theater, Not Child Safety Policy

https://www.techdirt.com/2026/06/16/the-uks-teen-social-media-ban-is-political-theater-not-child-...
57•hn_acker•1h ago•43 comments

A brief tour of the PDP-11, the most influential minicomputer of all time (2022)

https://arstechnica.com/gadgets/2022/03/a-brief-tour-of-the-pdp-11-the-most-influential-minicompu...
14•jensgk•1d ago•0 comments

10Gb/s Ethernet: switching to a Broadcom SFP+ module

https://www.gilesthomas.com/2026/06/10g-ethernet-switching-to-broadcom-sfp-plus
85•gpjt•6h ago•64 comments

NLnet announces funding for 67 more open-source projects

https://nlnet.nl/news/2026/20260616-67-new-projects.html
23•laurenth•42m ago•7 comments

Apple is about to make Hide My Email useless

https://arseniyshestakov.com/2026/06/16/apple-is-about-to-make-hide-my-email-useless/
350•SXX•5h ago•215 comments

Correlated randomness in Slay the Spire 2

https://tck.mn/blog/correlated-randomness-sts2/
271•rdmuser•14h ago•85 comments

W.H. Auden and James Schuyler in life and literature

https://hedgehogreview.com/web-features/thr/posts/companions-on-parnassus
11•Caiero•3d ago•0 comments

Frood, an Alpine Initramfs NAS (2024)

https://words.filippo.io/frood/
23•ethanpil•3h ago•8 comments

Apple's weird anti-nausea dots cured my car sickness

https://www.theverge.com/tech/942854/apple-vehicle-motion-cues-review-really-work
515•neilfrndes•7h ago•171 comments

A Nipkow Disk Mechanical TV Simulator

https://analogtv.net/mechanical-lab
9•ambanmba•2d ago•2 comments

Is Meta destroying its engineering organization?

https://newsletter.pragmaticengineer.com/p/why-is-meta-destroying-its-engineering
355•throwarayes•7h ago•326 comments

Show HN: cuTile Rust: Safe, data-race-free GPU kernels in Rust

https://github.com/nvlabs/cutile-rs
19•melihelibol•3h ago•5 comments

Making ast.walk 220x Faster

https://reflex.dev/blog/why-ast-walk-when-you-can-ast-sprint/
81•palashawas•7h ago•13 comments

Qwen-Robot Suite: A Foundation Model Suite for Physical World Intelligence

https://qwen.ai/blog?id=qwen-robotsuite
112•ilreb•10h ago•17 comments

Formal Methods and the Future of Programming

https://blog.janestreet.com/formal-methods-at-jane-street-index/
68•nextos•5d ago•2 comments

SubQ 1.1 Small

https://subq.ai/subq-1-1-small-technical-report
102•EDM115•9h ago•45 comments

An interview with an Apple emoji designer

https://shadycharacters.co.uk/2026/06/ollie-wagner/
98•nate•3d ago•50 comments

Show HN: Sabela – A Reactive Notebook for Haskell

https://sabela.datahaskell.com/
28•mchav•2d ago•2 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.