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Naphtha Shortages Having a Growing Impact in Japan

https://www.nippon.com/en/japan-data/h02783/
44•takakaze•2h ago•14 comments

The dead economy theory

https://www.owenmcgrann.com/p/the-dead-economy-theory
807•WillDaSilva•12h ago•985 comments

SQLite is all you need for durable workflows

https://obeli.sk/blog/sqlite-is-all-you-need-for-durable-workflows/
431•tomasol•10h ago•218 comments

Snowboard Kids 2 is 100% Decompiled

https://blog.chrislewis.au/snowboard-kids-2-is-100-decompiled/
114•GaggiX•3d ago•32 comments

Perry Compiles TypeScript directly to executables using SWC and LLVM

https://www.perryts.com/
18•0x1997•1h ago•9 comments

Math-to-Manim

https://github.com/HarleyCoops/Math-To-Manim
14•georgewsinger•2d ago•1 comments

Notes from the Mistral AI Now Summit

https://koenvangilst.nl/lab/mistral-ai-now-summit
324•vnglst•12h ago•115 comments

MCP is dead?

https://www.quandri.io/engineering-blog/mcp-is-dead
134•nadis•5h ago•108 comments

Print with dozens of colors: Our new open-source ColorMix for PrusaSlicer

https://blog.prusa3d.com/our-new-open-source-colormix-model-in-prusaslicer-and-easyprint_136079/
111•rented_mule•3d ago•15 comments

Shift will clean homes for free to train future robots

https://www.theverge.com/ai-artificial-intelligence/939765/ai-training-data-startup-shift-free-cl...
104•evilsimon•9h ago•151 comments

WH proposes rules giving political appointees final approval on research grants

https://www.scientificamerican.com/article/white-house-proposes-new-rules-giving-political-appoin...
89•jordanpg•2h ago•50 comments

It's hard to justify buying a Framework 12

https://www.jeffgeerling.com/blog/2026/its-hard-to-justify-framework-12/
249•watermelon0•13h ago•425 comments

Show HN: Tiny-vLLM – high performance LLM inference engine in C++ and CUDA

https://github.com/jmaczan/tiny-vllm
111•yu3zhou4•8h ago•10 comments

Ember.js 7.0

https://blog.emberjs.com/ember-released-7-0/
35•satvikpendem•4h ago•7 comments

Liquid AI reveals 8B-A1B MoE trained on 38T

https://www.liquid.ai/blog/lfm2-5-8b-a1b
166•simjnd•12h ago•62 comments

What Is a Dickover?

https://daringfireball.net/2026/05/what_is_a_dickover
195•tambourine_man•4h ago•82 comments

Bijou64: A variable-length integer encoding

https://www.inkandswitch.com/tangents/bijou64/
211•justinweiss•13h ago•74 comments

Citing 'severe' math deficits, UC faculty demand a return to SAT tests for STEM

https://www.latimes.com/california/story/2026-05-27/uc-math-professors-demand-return-of-sat-for-s...
514•brandonb•1d ago•714 comments

You can just say it

https://noperator.dev/posts/you-can-just-say-it/
266•antirez•12h ago•129 comments

On Rendering Diffs

https://pierre.computer/writing/on-rendering-diffs
152•amadeus•9h ago•47 comments

Is AI causing a repeat of frontend’s lost decade?

https://mastrojs.github.io/blog/2026-05-23-is-AI-causing-a-repeat-of-frontends-lost-decade/
307•xyzal•17h ago•263 comments

Show HN: VT Code – open-source terminal coding agent in Rust

https://github.com/vinhnx/VTCode
5•vinhnx•1h ago•0 comments

The mysterious Hy3 LLM is topping OpenRouter Model Rankings by a large margin

https://minimaxir.com/2026/05/openrouter-hy3/
112•freediver•1d ago•97 comments

Britain has crushed immigration, and harmed itself

https://www.economist.com/britain/2026/05/28/britain-has-crushed-immigration-and-harmed-itself
15•Anon84•4h ago•1 comments

GTA 6 Developers Unionize

https://rockstarintel.com/gta-6-developers-announce-rockstar-games-union/
605•AndrewKemendo•13h ago•416 comments

Free full BGP feed. IPv4 and IPv6 (2020)

https://lukasz.bromirski.net/post/bgp-w-labie-3/
31•pm2222•6h ago•14 comments

Show HN: TV Explorer. Adding advanced UI to free online TV

https://tvexplorer.live
119•dtagames•11h ago•36 comments

We should be more tired than the model

https://vickiboykis.com/2026/05/28/we-should-be-more-tired-than-the-model/
161•tosh•16h ago•132 comments

The California state assembly has passed the 'Protect Our Games Act'

https://www.invenglobal.com/articles/22330/stop-killing-games-movement-gains-momentum-california-...
210•TechTechTech•8h ago•214 comments

Letter from the Duke of Wellington to the British Foreign Office (1809)

https://wellsoc.org/society-member-pages/anecdotes-of-wellington/
54•backuprestore•10h ago•16 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.