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Shatner is making an album with 35 metal icons

https://www.guitarworld.com/artists/guitarists/william-shatner-announces-all-star-metal-album
103•mhb•2h ago•43 comments

I Ported Coreboot to the ThinkPad X270

https://dork.dev/posts/2026-02-20-ported-coreboot/
70•todsacerdoti•3h ago•3 comments

The Age Verification Trap: Verifying age undermines everyone's data protection

https://spectrum.ieee.org/age-verification
1241•oldnetguy•12h ago•985 comments

UNIX99, a UNIX-like OS for the TI-99/4A (2025)

https://forums.atariage.com/topic/380883-unix99-a-unix-like-os-for-the-ti-994a/
152•marcodiego•7h ago•50 comments

FreeBSD doesn't have Wi-Fi driver for my old MacBook. AI build one for me

https://vladimir.varank.in/notes/2026/02/freebsd-brcmfmac/
280•varankinv•5h ago•227 comments

Making Wolfram Tech Available as a Foundation Tool for LLM Systems

https://writings.stephenwolfram.com/2026/02/making-wolfram-tech-available-as-a-foundation-tool-fo...
73•surprisetalk•5h ago•37 comments

Ladybird adopts Rust

https://ladybird.org/posts/adopting-rust/
1096•adius•15h ago•603 comments

Show HN: PgDog – Scale Postgres without changing the app

https://github.com/pgdogdev/pgdog
198•levkk•11h ago•45 comments

“Car Wash” test with 53 models

https://opper.ai/blog/car-wash-test
95•felix089•6h ago•113 comments

Show HN: Babyshark – Wireshark made easy (terminal UI for PCAPs)

https://github.com/vignesh07/babyshark
70•eigen-vector•6h ago•33 comments

What is f(x) ≤ g(x) + O(1)? Inequalities With Asymptotics

https://jamesoswald.dev/posts/bigoinequality/
31•ibobev•3d ago•20 comments

The challenges of porting Shufflepuck Cafe to the 8 bits Apple II

https://www.colino.net/wordpress/archives/2026/02/23/the-challenges-of-porting-shufflepuck-cafe-t...
51•homarp•6h ago•7 comments

GPU Rack Power Density, 2015–2025

https://syaala.com/blog/gpu-rack-density-timeline-2026
3•jaynamburi•3d ago•2 comments

Show HN: Sowbot – Open-hardware agricultural robot (ROS2, RTK GPS)

https://sowbot.co.uk/
130•Sabrees•11h ago•40 comments

The rise of eyes began with just one

https://www.nytimes.com/2026/02/23/science/evolution-vertebrate-eye.html
17•marojejian•9h ago•12 comments

Show HN: Steerling-8B, a language model that can explain any token it generates

https://www.guidelabs.ai/post/steerling-8b-base-model-release/
13•adebayoj•2h ago•0 comments

SIM (YC X25) Is Hiring the Best Engineers in San Francisco

https://www.ycombinator.com/companies/sim/jobs/Rj8TVRM-software-engineer-platform
1•waleedlatif1•6h ago

Why Your Load Balancer Still Sends Traffic to Dead Backends

https://singh-sanjay.com/2026/01/12/health-checks-client-vs-server-side-lb.html
18•singhsanjay12•3h ago•6 comments

A simple web we own

https://rsdoiel.github.io/blog/2026/02/21/a_simple_web_we_own.html
188•speckx•11h ago•130 comments

ASML unveils EUV light source advance that could yield 50% more chips by 2030

https://www.reuters.com/world/china/asml-unveils-euv-light-source-advance-that-could-yield-50-mor...
279•pieterr•9h ago•81 comments

You are not supposed to install OpenClaw on your personal computer

https://twitter.com/BenjaminBadejo/status/2025987544853188836
120•bundie•5h ago•83 comments

Iowa farmers are leading the fight for repair

https://www.ifixit.com/News/115722/iowa-farmers-are-leading-the-fight-for-repair
19•gnabgib•2h ago•2 comments

NIST Seeking Public Comment on AI Agent Security (Deadline: March 9, 2026)

https://www.federalregister.gov/documents/2026/01/08/2026-00206/request-for-information-regarding...
19•ascarola•1h ago•5 comments

AI Added 'Basically Zero' to US Economic Growth Last Year, Goldman Sachs Says

https://gizmodo.com/ai-added-basically-zero-to-us-economic-growth-last-year-goldman-sachs-says-20...
207•cdrnsf•4h ago•197 comments

Binance fired employees who found $1.7B in crypto was sent to Iran

https://www.nytimes.com/2026/02/23/technology/binance-employees-iran-firings.html
441•boplicity•7h ago•196 comments

Scent, in Silico

https://www.asimov.press/p/scent
22•surprisetalk•4d ago•1 comments

Benchmarks for concurrent hash map implementations in Go

https://github.com/puzpuzpuz/go-concurrent-map-bench
88•platzhirsch•1d ago•10 comments

femtolisp: A lightweight, robust, scheme-like Lisp implementation

https://github.com/JeffBezanson/femtolisp
125•tosh•14h ago•15 comments

Show HN: AI Timeline – 171 LLMs from Transformer (2017) to GPT-5.3 (2026)

https://llm-timeline.com/
144•ai_bot•18h ago•52 comments

Lords of the Ring

https://harpers.org/archive/2026/03/lords-of-the-ring-joshua-hunt-cultural-politics-sumo-wrestling/
14•lermontov•3d ago•1 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•9mo ago

Comments

nmstoker•9mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•9mo 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•9mo 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•9mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•9mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•9mo 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•9mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•9mo 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•9mo 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•9mo 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.