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Deno Desktop

https://docs.deno.com/runtime/desktop/
82•GeneralMaximus•1h ago•22 comments

Help I accidentally a wigglegram

https://lmao.center/blog/wiggle-accidents/
125•gregsadetsky•2d ago•21 comments

Did my old job only exist because of fraud?

https://david.newgas.net/did-my-old-job-only-exist-because-of-fraud/
444•advisedwang•9h ago•201 comments

Apertus – Open Foundation Model for Sovereign AI

https://apertvs.ai/
322•T-A•9h ago•111 comments

Danish privacy activist Lars Andersen raided by police

https://twitter.com/LarsAnders1620/status/2068208864747540516#m
132•I_am_tiberius•1h ago•76 comments

There is minimal downside to switching to open models

https://www.marble.onl/posts/cancel_claude.html
163•amarble•9h ago•116 comments

Sakana Fugu

https://sakana.ai/fugu/
93•Finbarr•4h ago•50 comments

Memory Safe Inline Assembly

https://fil-c.org/inlineasm
82•pizlonator•2d ago•15 comments

Good results fine tuning a local LLM like Qwen 3:0.6B to categorize questions

https://www.teachmecoolstuff.com/viewarticle/fine-tuning-a-local-llm-to-categorize-questions
98•dev-experiments•7h ago•19 comments

Everything is logarithms

https://alexkritchevsky.com/2026/05/25/everything-is-logarithms.html
185•E-Reverance•9h ago•41 comments

How I play video games with spinal muscular atrophy

https://www.openassistivetech.org/how-i-actually-play-video-games-with-sma-the-tools-i-use-every-...
93•dannyobrien•3d ago•14 comments

Identity verification on Claude

https://support.claude.com/en/articles/14328960-identity-verification-on-claude
689•bathory•18h ago•580 comments

1983 Northern Telecom Commodore Phone

https://www.oldtelephoneroom.ca/1983-northern-telecom-commodore-phone/
44•arexxbifs•6h ago•12 comments

JSON-LD explained for personal websites

https://hawksley.dev/blog/json-ld-explained-for-personal-websites/
194•ethanhawksley•11h ago•57 comments

Japanese verb conjugation the simple hard way

https://underreacted.leaflet.pub/3mmevu6woys27
76•valzevul•7h ago•92 comments

Beyond All Reason (Free Total Annihilation Inspired RTS)

https://www.beyondallreason.info
467•mosiuerbarso•19h ago•275 comments

PowerFox Browser

https://powerfox.jazzzny.me/
113•thisislife2•9h ago•31 comments

Lisp in the Rust Type System

https://github.com/playX18/lisp-in-types/
35•quasigloam•2d ago•0 comments

Minecraft: Java Edition 26.2, the first version with Vulkan 1.2

https://www.minecraft.net/en-us/article/minecraft-java-edition-26-2
118•ObviouslyFlamer•4d ago•35 comments

Show HN: Teach your kids perfect pitch

https://github.com/paytonjjones/bsharp
109•paytonjjones•17h ago•63 comments

Rent collections are down in New York

https://www.politico.com/news/2026/06/21/rent-collections-are-down-in-new-york-and-no-ones-sure-w...
70•JumpCrisscross•8h ago•254 comments

Efficient C++ Programming for Modern C++ CPUs, Chapter 4/part 2

https://6it.dev/blog/infographics-operation-costs-in-cpu-clock-cycles-take-2-80736
35•birdculture•2d ago•3 comments

Prefer duplication over the wrong abstraction (2016)

https://sandimetz.com/blog/2016/1/20/the-wrong-abstraction
460•rafaepta•14h ago•310 comments

Shape Suffixes – Good Coding Style

https://medium.com/@NoamShazeer/shape-suffixes-good-coding-style-f836e72e24fd
11•sebg•3d ago•0 comments

Show HN: Criterion Closet as a website – pull any of 1,247 films off the shelf

https://the-criterion-closet.vercel.app
84•olievans•1d ago•16 comments

The minimum viable unit of saleable software

https://brandur.org/minimum-viable-unit
150•brandur•14h ago•56 comments

Show HN: Recall – Local project memory for Claude Code

https://github.com/raiyanyahya/recall
99•mateenah•9h ago•65 comments

FDA advisors unanimously vote to approve Moderna's mRNA after agency drama

https://arstechnica.com/health/2026/06/fda-advisors-unanimously-vote-to-approve-modernas-mrna-aft...
170•worik•9h ago•86 comments

Architecting a Conversion Engine in Swift

https://blog.minimal.app/conversion-engine/
22•arthurofbabylon•4d ago•4 comments

(How to Write a (Lisp) Interpreter (In Python)) (2010)

https://norvig.com/lispy.html
180•tosh•15h ago•60 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.