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I failed to recreate the 1996 Space Jam Website with Claude

https://j0nah.com/i-failed-to-recreate-the-1996-space-jam-website-with-claude/
229•thecr0w•6h ago•193 comments

The C++ standard for the F-35 Fighter Jet [video]

https://www.youtube.com/watch?v=Gv4sDL9Ljww
150•AareyBaba•5h ago•143 comments

Evidence from the One Laptop per Child Program in Rural Peru

https://www.nber.org/papers/w34495
53•danso•3h ago•20 comments

Mechanical power generation using Earth's ambient radiation

https://www.science.org/doi/10.1126/sciadv.adw6833
11•defrost•1h ago•4 comments

Google Titans architecture, helping AI have long-term memory

https://research.google/blog/titans-miras-helping-ai-have-long-term-memory/
345•Alifatisk•11h ago•109 comments

Dollar-stores overcharge cash-strapped customers while promising low prices

https://www.theguardian.com/us-news/2025/dec/03/customers-pay-more-rising-dollar-store-costs
185•bookofjoe•8h ago•265 comments

An Interactive Guide to the Fourier Transform

https://betterexplained.com/articles/an-interactive-guide-to-the-fourier-transform/
116•pykello•5d ago•14 comments

A two-person method to simulate die rolls

https://blog.42yeah.is/algorithm/2023/08/05/two-person-die.html
36•Fraterkes•2d ago•20 comments

Build a DIY magnetometer with a couple of seasoning bottles

https://spectrum.ieee.org/listen-to-protons-diy-magnetometer
54•nullbyte808•1w ago•13 comments

XKeyscore

https://en.wikipedia.org/wiki/XKeyscore
76•belter•2h ago•57 comments

Bag of words, have mercy on us

https://www.experimental-history.com/p/bag-of-words-have-mercy-on-us
6•ntnbr•59m ago•1 comments

The Anatomy of a macOS App

https://eclecticlight.co/2025/12/04/the-anatomy-of-a-macos-app/
168•elashri•10h ago•41 comments

The state of Schleswig-Holstein is consistently relying on open source

https://www.heise.de/en/news/Goodbye-Microsoft-Schleswig-Holstein-relies-on-Open-Source-and-saves...
495•doener•10h ago•234 comments

Scala 3 slowed us down?

https://kmaliszewski9.github.io/scala/2025/12/07/scala3-slowdown.html
154•kmaliszewski•8h ago•88 comments

Proxmox delivers its software-defined datacenter contender and VMware escape

https://www.theregister.com/2025/12/05/proxmox_datacenter_manager_1_stable/
29•Bender•2h ago•1 comments

Java Hello World, LLVM Edition

https://www.javaadvent.com/2025/12/java-hello-world-llvm-edition.html
159•ingve•11h ago•54 comments

Nested Learning: A new ML paradigm for continual learning

https://research.google/blog/introducing-nested-learning-a-new-ml-paradigm-for-continual-learning/
56•themgt•8h ago•2 comments

Estimates are difficult for developers and product owners

https://thorsell.io/2025/12/07/estimates.html
128•todsacerdoti•4h ago•151 comments

Minimum Viable Arduino Project: Aeropress Timer

https://netninja.com/2025/12/01/minimum-viable-arduino-project-aeropress-timer/
3•surprisetalk•5d ago•0 comments

iced 0.14 has been released (Rust GUI library)

https://github.com/iced-rs/iced/releases/tag/0.14.0
40•airstrike•2h ago•21 comments

Semantic Compression (2014)

https://caseymuratori.com/blog_0015
47•tosh•6h ago•5 comments

Syncthing-Android have had a change of owner/maintainer

https://github.com/researchxxl/syncthing-android/issues/16
101•embedding-shape•3h ago•23 comments

Over fifty new hallucinations in ICLR 2026 submissions

https://gptzero.me/news/iclr-2026/
434•puttycat•10h ago•338 comments

Z2 – Lithographically fabricated IC in a garage fab

https://sam.zeloof.xyz/second-ic/
328•embedding-shape•20h ago•73 comments

Context Plumbing (Interconnected)

https://interconnected.org/home/2025/11/28/plumbing
5•gmays•5d ago•0 comments

Building a Toast Component

https://emilkowal.ski/ui/building-a-toast-component
77•FragrantRiver•4d ago•28 comments

The programmers who live in Flatland

https://blog.redplanetlabs.com/2025/11/24/the-programmers-who-live-in-flatland/
69•winkywooster•1w ago•86 comments

The past was not that cute

https://juliawise.net/the-past-was-not-that-cute/
389•mhb•1d ago•477 comments

Screenshots from developers: 2002 vs. 2015 (2015)

https://anders.unix.se/2015/12/10/screenshots-from-developers--2002-vs.-2015/
435•turrini•1d ago•216 comments

How the Disappearance of Flight 19 Fueled the Legend of the Bermuda Triangle

https://www.smithsonianmag.com/history/how-the-disappearance-of-flight-19-a-navy-squadron-lost-in...
45•pseudolus•11h ago•12 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•7mo ago

Comments

nmstoker•7mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•7mo 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•7mo 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•6mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•6mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•7mo 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•7mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•6mo 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•6mo 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•6mo 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.