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Show HN: I replaced a $120k bowling center system with $1,600 in ESP32s

2021•section33•15h ago•209 comments

LoRA Speedrun – a public wall-clock leaderboard for fine-tuning techniques

https://github.com/Saivineeth147/lora-speedrun
20•Vineeth147•2h ago•0 comments

Moonshine: Lets you stream games from your PC to any device running Moonlight

https://github.com/hgaiser/moonshine
98•wertyk•6h ago•48 comments

Xiaomi-Robotics-1

https://robotics.xiaomi.com/xiaomi-robotics-1.html
15•ilreb•1h ago•1 comments

Korg PS-3300 is back

https://www.korg.co.uk/blogs/updates/ps3300
26•Lio•5d ago•23 comments

Claude Code uses Bun written in Rust now

https://simonwillison.net/2026/Jul/19/claude-code-in-bun-in-rust/
468•tosh•20h ago•625 comments

Orion Browser by Kagi

https://orionbrowser.com/
149•sebjones•11h ago•94 comments

Power companies are using eminent domain to seize land for data centers

https://fortune.com/2026/07/19/data-center-eminent-domain-public-use/
64•1vuio0pswjnm7•2h ago•18 comments

What I learned selling 2,500 MIDI recorders: Hardware is not so hard

https://chipweinberger.com/articles/20260719-hardware-is-not-so-hard
459•chipweinberger•19h ago•209 comments

Self-Powered Trailers Promise Leaner Freight Runs

https://spectrum.ieee.org/self-powered-trailers-freight-decarbonization
9•rbanffy•1w ago•1 comments

Claude Fable produced a counterexample to the Jacobian Conjecture

https://xcancel.com/__alpoge__/status/2079028340955197566
246•loubbrad•3h ago•133 comments

The Zen of Parallel Programming

https://smolnero.com/posts/the-zen-of-parallel-programming
147•edgar_ortega•5d ago•17 comments

Minecraft: Java Edition now uses SDL3

https://www.minecraft.net/en-us/article/minecraft-26-3-snapshot-4
293•ObviouslyFlamer•18h ago•199 comments

Who Is America's Homer?

https://www.plough.com/articles/who-is-americas-homer
62•samclemens•5d ago•150 comments

Bananas sprout in Rayleigh Garden UK after 15 years

https://www.bbc.com/news/articles/cvg8edqq5g5o
148•teleforce•17h ago•106 comments

11,700 Free Photos from John Margolies' Archive of Americana Architecture

https://www.openculture.com/2026/07/free-photos-from-john-margolies-archive-of-americana-architec...
49•gslin•4d ago•2 comments

Biggest Probabilistic Computer Turns Noise into Answers

https://spectrum.ieee.org/biggest-probabilistic-computer
62•rbanffy•8h ago•9 comments

Qwen 3.8

https://twitter.com/Alibaba_Qwen/status/2078759124914098291
844•nh43215rgb•21h ago•579 comments

Big Tech Is Now Targeting Native American Land for Data Centers

https://www.nytimes.com/2026/07/09/us/data-centers-native-american-tribes.html
45•reaperducer•3h ago•11 comments

HomeLab #1: MikroTik as a Home Router

https://justsomebody.dev/blog/mikrotik-home-router
91•rafal_opilowski•11h ago•83 comments

A new Intel Itanium (IA-64) emulator that boots Windows

https://raymii.org/s/blog/Intel_Itanium_IA-64-Emulator_that_boots_Windows.html
71•jandeboevrie•9h ago•62 comments

Talk: The Art of Braiding Algorithms

https://pgadey.ca/notes/talk-relatorium-2026/
36•surprisetalk•4d ago•0 comments

Big Tech Needs to Justify AI Spending as Investors Dump Stocks

https://www.bloomberg.com/news/articles/2026-07-19/big-tech-needs-to-justify-ai-spending-as-inves...
27•1vuio0pswjnm7•1h ago•12 comments

I joined the IndieWeb, here's what I learned

https://en.andros.dev/blog/0b8e451e/i-joined-the-indieweb-heres-what-i-learned/
185•andros•19h ago•92 comments

HMD Touch 4G

https://www.hmd.com/en_int/hmd-touch-4g
69•thisislife2•13h ago•69 comments

C64 Basic Dungeon Crawler: Goblin Attack (C64 Basic Part 8)

https://retrogamecoders.com/c64-basic-dungeon-part8/
67•ibobev•15h ago•4 comments

I burned all my tokens researching how to save tokens

https://quesma.com/blog/custom-deep-research-pipeline/
120•bkotrys•18h ago•154 comments

Cagire: Live Coding in Forth

https://cagire.raphaelforment.fr
89•surprisetalk•1w ago•11 comments

Dupes took over the world

https://www.vox.com/podcasts/493930/dupe-culture-fender-ugg-quince-tiktok-amazon-online-shopping
79•gumby•5d ago•74 comments

How proprietary formats have become Microsoft’s main tool for lock-in

https://blog.documentfoundation.org/blog/2026/07/17/microsofts-main-tool-for-lock-in/
16•cube00•1h ago•1 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.