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I'm Tired of Talking to AI

https://orchidfiles.com/im-tired-of-ai-generated-answers/
1152•theorchid•4h ago•614 comments

Mini Micro Fantasy Computer

https://miniscript.org/MiniMicro/index.html#about
154•nicoloren•5h ago•63 comments

Matrix Multiplications on GPUs Run Faster When Given "Predictable" Data

https://www.thonking.ai/p/strangely-matrix-multiplications
66•tosh•4d ago•12 comments

XLIDE: VBA without excel

https://github.com/WilliamSmithEdward/xlide_vscode
40•sts153•3h ago•7 comments

Corporations can vote in some Delaware elections, judge says

https://news.bloomberglaw.com/esg/corporations-have-the-right-to-vote-in-delaware-town-judge-says
39•marcher•28m ago•18 comments

All of human cooking compressed into 2 megabytes

https://arxiv.org/abs/2605.22391
190•josefchen•7h ago•73 comments

Incident with Pull Requests, Issues, Git Operations and API Requests

https://www.githubstatus.com/incidents/xy1tt3hs572m
156•maxnoe•3h ago•128 comments

The Melancholy of Slaying Monsters

https://thereader.mitpress.mit.edu/the-strange-melancholy-of-slaying-monsters/
206•prismatic•20h ago•83 comments

The VibeSec Reckoning

https://martinfowler.com/articles/vibesec-reckoning.html
25•HieronymusBosch•1h ago•7 comments

Claude Code as a Daily Driver: Claude.md, Skills, Subagents, Plugins, and MCPs

https://arps18.github.io/posts/claude-code-mastery/
198•arps18•10h ago•152 comments

Cloudflare Flagship

https://developers.cloudflare.com/flagship/
306•tjek•15h ago•157 comments

My new obsession: A horse-racing board game of pure luck

https://alexanderbjoy.com/horse-race-board-game/
11•surprisetalk•1d ago•3 comments

Raft Consensus with a Minority of Nodes

https://padhye.org/raft-minority/
88•moarbugs•1d ago•10 comments

BadHost – CVE-2026-48710: Starlette Host-Header Auth Bypass

https://badhost.org/
103•ylk•1d ago•37 comments

Declassified CIA Cartography Maps from the 1980s

https://brilliantmaps.com/cia-maps-1980s/
21•speckx•1h ago•10 comments

Phloto for My Photo Flow

https://cceckman.com/writing/phloto/
4•evakhoury•18h ago•0 comments

That Methyl Methacrylate Tank

https://www.science.org/content/blog-post/methyl-methacrylate-tank
383•nooks•20h ago•171 comments

Private Equity Bought America's Essential Services

https://rubbishtalk.com/economy/how-private-equity-bought-americas-essential-services/
236•NoRagrets•3h ago•290 comments

The worst job interview I ever had

https://www.oliverio.dev/blog/the-worst-job-interview-i-had
493•oliverio•19h ago•374 comments

We are Poles, so, of course, we print in Latin

https://www.ustc.ac.uk/news/we-are-poles-so-of-course-we-print-in-latin
82•danielam•3d ago•44 comments

What Is a Direct Attach Copper (DAC) Cable

https://www.servethehome.com/what-is-a-direct-attach-copper-dac-cable/
59•teleforce•1d ago•46 comments

Atomically precise mechanosynthesis of carbon structures on hydrogenated Silicon

https://arxiv.org/abs/2605.27250
6•gene-h•4h ago•0 comments

A few interesting modern pixel fonts

https://unsung.aresluna.org/a-few-interesting-modern-pixel-fonts/
394•zdw•1d ago•93 comments

I built a Git-tracked book production pipeline

https://www.djspeckhals.com/posts/2026-05-22-how-i-bypassed-adobe-and-microsoft-to-build-a-git-tr...
273•dustin1114•4d ago•70 comments

Go: Support for Generic Methods

https://github.com/golang/go/issues/77273
88•f311a•6h ago•68 comments

TSDuck: Open-source toolkit for MPEG-TS analysis and manipulation

https://tsduck.io/
59•phantomathkg•13h ago•5 comments

Spain blocks prediction markets Polymarket, Kalshi over lack of gambling licence

https://www.reuters.com/business/spain-blocks-prediction-markets-polymarket-kalshi-over-lack-gamb...
1035•thm•1d ago•477 comments

Launch HN: Minicor (YC P26) – Windows desktop automations at scale

https://www.minicor.com/
98•fchishtie•1d ago•61 comments

C array types are weird

https://anselmschueler.com/blogposts/2025-c-pointers/
117•signa11•2d ago•116 comments

Italy region: +200% tax on datacenters built in green/agricultural areas

https://en.ilsole24ore.com/art/lombardy-introduces-increased-charges-of-up-to-200-per-cent-for-da...
86•napolux•1h ago•130 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.