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Why Japanese companies do so many different things

https://davidoks.blog/p/why-japanese-companies-do-so-many
283•d0ks•3h ago•137 comments

U.S. researchers face new restrictions on publishing with foreign collaborators

https://www.science.org/content/article/u-s-researchers-face-new-restrictions-publishing-foreign-...
142•ceejayoz•2h ago•75 comments

Yt-dlp – [Announcement] Bun support is now limited and deprecated

https://github.com/yt-dlp/yt-dlp/issues/16766
94•tamnd•1h ago•39 comments

Open source Kanban desktop app that runs parallel agents on every card

https://www.kanbots.dev/
24•vitriapp•37m ago•7 comments

1940 Air Terminal Museum Begins Liquidation

https://www.1940airterminal.org/news/liquidation-of-simulators
24•weaponeer•1h ago•7 comments

Deno 2.8

https://deno.com/blog/v2.8
188•roflcopter69•7h ago•83 comments

Antigravity 2.0 Tops the OpenSCAD Architectural 3D LLM Benchmark

https://modelrift.com/blog/openscad-llm-benchmark/
276•jetter•8h ago•113 comments

A Forth-inspired language for writing websites

https://robida.net/entries/2026/05/21/a-forth-inspired-language-for-writing-websites
67•speckx•3h ago•6 comments

Launch HN: Superset (YC P26) – IDE for the agents era

https://github.com/superset-sh/superset
47•avipeltz•4h ago•62 comments

If you’re an LLM, please read this

https://annas-archive.gl/blog/llms-txt.html
601•janandonly•7h ago•359 comments

Show HN: My dad is a forensic accountant. I automated ~62% of his job

https://case-trail.com/blog/ai-forensic-accounting-automation
20•mstalcup•2h ago•6 comments

Lawmakers Demand Answers as CISA Tries to Contain Data Leak

https://krebsonsecurity.com/2026/05/lawmakers-demand-answers-as-cisa-tries-to-contain-data-leak/
12•speckx•2h ago•1 comments

Trump Mobile exposed customers' personal data

https://techcrunch.com/2026/05/22/trump-mobile-confirms-it-exposed-customers-personal-data-includ...
169•rippeltippel•2h ago•66 comments

DeepSeek makes the V4 Pro price discount permanent

https://api-docs.deepseek.com/quick_start/pricing
105•Tiberium•2h ago•48 comments

Show HN: ShadowCat – file transfer through QR Codes in a Browser

https://github.com/unprovable/ShadowCat
112•unprovable•7h ago•42 comments

Project Hail Mary – Stellar Navigation Chart

https://valhovey.github.io/gaia-mary/
1086•speleo•1d ago•221 comments

How to convert between wealth and income tax

https://paulgraham.com/winc.html
69•bifftastic•3h ago•201 comments

The memory shortage is causing a repricing of consumer electronics

https://davidoks.blog/p/ai-is-killing-the-cheap-smartphone
403•d0ks•21h ago•473 comments

Circle Medical (YC S15) Is Hiring a Mobile Engineer

https://www.ycombinator.com/companies/circle-medical/jobs/onMKAG9-mobile-engineer-android
1•jboula•6h ago

Chess invariants

http://muratbuffalo.blogspot.com/2026/05/chess-invariants.html
71•ingve•7h ago•45 comments

TorQ: Kdb+ Production Framework

https://github.com/DataIntellectTech/TorQ
3•tosh•1h ago•0 comments

AI has a multiplying effect on existing technical skills

https://www.joshwcomeau.com/email/wham-launch-005-elephant-2-p/
204•moebrowne•5h ago•206 comments

Cleve Moler has died

https://www.mathworks.com/company/aboutus/founders/clevemoler.html
240•mychele•16h ago•24 comments

Slumber a TUI HTTP Client

https://slumber.lucaspickering.me
153•jicea•14h ago•56 comments

Was my $48K GPU server worth it?

https://rosmine.ai/2026/05/13/was-my-48k-gpu-worth-it/
537•apwheele•3d ago•416 comments

Uv is fantastic, but its package management UX is a mess

https://www.loopwerk.io/articles/2026/uv-ux-mess/
303•nchagnet•21h ago•137 comments

Blog ran on Ubuntu 16.04 for 10 years. I migrated it to FreeBSD

https://crocidb.com/post/this-blog-ran-on-ubuntu-16-04-for-10-years-i-migrated-it-to-freebsd/
349•speckx•1d ago•212 comments

CBS Radio signs off after nearly 100 years of broadcasting

https://www.cbsnews.com/news/cbs-news-radio-last-day/
13•gscott•1h ago•1 comments

Alberta to hold referendum on whether to remain in Canada

https://www.bbc.com/news/articles/cvgze8n5dxko
117•JumpCrisscross•5h ago•247 comments

Indexing a year of video locally on a 2021 MacBook with Gemma4-31B (50GB swap)

https://blog.simbastack.com/indexed-a-year-of-video-locally/
451•asenna•1d ago•127 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.