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XML Is a Cheap DSL

https://unplannedobsolescence.com/blog/xml-cheap-dsl/
60•y1n0•1h ago•25 comments

1M context is now generally available for Opus 4.6 and Sonnet 4.6

https://claude.com/blog/1m-context-ga
842•meetpateltech•20h ago•327 comments

Baochip-1x: What It Is, Why I'm Doing It Now and How It Came About

https://www.crowdsupply.com/baochip/dabao/updates/what-it-is-why-im-doing-it-now-and-how-it-came-...
80•timhh•2d ago•8 comments

Megadev: A Development Kit for the Sega Mega Drive and Mega CD Hardware

https://github.com/drojaazu/megadev
35•XzetaU8•4h ago•0 comments

Please Do Not A/B Test My Workflow

https://backnotprop.com/blog/do-not-ab-test-my-workflow/
107•ramoz•1h ago•98 comments

Qatar helium shutdown puts chip supply chain on a two-week clock

https://www.tomshardware.com/tech-industry/qatar-helium-shutdown-puts-chip-supply-chain-on-a-two-...
632•johnbarron•1d ago•534 comments

The Isolation Trap: Erlang

https://causality.blog/essays/the-isolation-trap/
76•enz•2d ago•22 comments

Python: The Optimization Ladder

https://cemrehancavdar.com/2026/03/10/optimization-ladder/
13•Twirrim•3d ago•1 comments

Wired headphone sales are exploding

https://www.bbc.com/future/article/20260310-wired-headphones-are-better-than-bluetooth
201•billybuckwheat•2d ago•329 comments

Show HN: Channel Surfer – Watch YouTube like it’s cable TV

https://channelsurfer.tv
537•kilroy123•2d ago•157 comments

RAM kits are now sold with one fake RAM stick alongside a real one

https://www.tomshardware.com/pc-components/ram/fake-ram-bundled-with-real-ram-to-create-a-perform...
44•edward•3h ago•29 comments

Mouser: An open source alternative to Logi-Plus mouse software

https://github.com/TomBadash/MouseControl
344•avionics-guy•18h ago•103 comments

A Survival Guide to a PhD (2016)

http://karpathy.github.io/2016/09/07/phd/
128•vismit2000•4d ago•74 comments

Hammerspoon

https://github.com/Hammerspoon/hammerspoon
303•tosh•18h ago•110 comments

How Lego builds a new Lego set

https://www.theverge.com/c/23991049/lego-ideas-polaroid-onestep-behind-the-scenes-price
23•Michelangelo11•1h ago•2 comments

Recursive Problems Benefit from Recursive Solutions

https://jnkr.tech/blog/recursive-benefits-recursive
30•luispa•3d ago•14 comments

I found 39 Algolia admin keys exposed across open source documentation sites

https://benzimmermann.dev/blog/algolia-docsearch-admin-keys
139•kernelrocks•14h ago•36 comments

You gotta think outside the hypercube

https://lcamtuf.substack.com/p/you-gotta-think-outside-the-hypercube
82•surprisetalk•3d ago•22 comments

Parallels confirms MacBook Neo can run Windows in a virtual machine

https://www.macrumors.com/2026/03/13/macbook-neo-runs-windows-11-vm/
285•tosh•23h ago•394 comments

Can I run AI locally?

https://www.canirun.ai/
1270•ricardbejarano•1d ago•313 comments

Michael Faraday: Scientist and Nonconformist (1996)

http://silas.psfc.mit.edu/Faraday/
14•o4c•3d ago•1 comments

Digg is gone again

https://digg.com/
233•hammerbrostime•18h ago•215 comments

The Browser Becomes Your WordPress

https://wordpress.org/news/2026/03/announcing-my-wordpress/
7•vidyesh•24m ago•2 comments

Atari 2600 BASIC Programming (2015)

https://huguesjohnson.com/programming/atari-2600-basic/
35•mondobe•2d ago•8 comments

I beg you to follow Crocker's Rules, even if you will be rude to me

https://lr0.org/blog/p/crocker/
89•ghd_•14h ago•132 comments

Games with loot boxes to get minimum 16 age rating across Europe

https://www.bbc.com/news/articles/cge84xqjg5lo
238•gostsamo•13h ago•139 comments

AEP (API Design Standard and Tooling Ecosystem)

https://aep.dev/
22•rambleraptor•3d ago•8 comments

Coding after coders: The end of computer programming as we know it?

https://www.nytimes.com/2026/03/12/magazine/ai-coding-programming-jobs-claude-chatgpt.html?smid=u...
149•angst•2d ago•200 comments

Optimizing Content for Agents

https://cra.mr/optimizing-content-for-agents/
54•vinhnx•10h ago•21 comments

New 'negative light' technology hides data transfers in plain sight

https://www.unsw.edu.au/newsroom/news/2026/03/New-negative-light-technology-hides-data-transfers-...
94•wjSgoWPm5bWAhXB•2d ago•57 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•10mo ago

Comments

nmstoker•10mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•10mo 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•10mo 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•10mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•10mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•10mo 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•10mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•10mo 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•10mo 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•10mo 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.