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POSSE – Publish on your Own Site, Syndicate Elsewhere

https://indieweb.org/POSSE
85•tosh•1h ago•18 comments

White-Collar AI Apocalypse Narrative Is Just Another Bullshit

https://martynasm.com/2026/03/22/white-collar-ai-apocalypse-narrative-is-just-another-bullshit/
43•mmiliauskas•1h ago•33 comments

PC Gamer recommends RSS readers in a 37mb article that just keeps downloading

https://stuartbreckenridge.net/2026-03-19-pc-gamer-recommends-rss-readers-in-a-37mb-article/
610•JumpCrisscross•15h ago•279 comments

Walmart: ChatGPT checkout converted 3x worse than website

https://searchengineland.com/walmart-chatgpt-checkout-converted-worse-472071
43•speckx•3d ago•21 comments

Can you get root with only a cigarette lighter? (2024)

https://www.da.vidbuchanan.co.uk/blog/dram-emfi.html
72•HeliumHydride•2d ago•13 comments

Tin Can, a 'landline' for kids

https://www.businessinsider.com/tin-can-landline-kids-cellphone-cell-alternative-how-2025-9
133•tejohnso•2d ago•94 comments

The gold standard of optimization: A look under the hood of RollerCoaster Tycoon

https://larstofus.com/2026/03/22/the-gold-standard-of-optimization-a-look-under-the-hood-of-rolle...
380•mariuz•14h ago•113 comments

Show HN: The King Wen Permutation: [52, 10, 2]

https://gzw1987-bit.github.io/iching-math/
11•gezhengwen•1h ago•5 comments

AI Proteomics Competition 2026 – $13K Prize, Internships and Compute Support

https://www.bohrium.com/competitions/9813928053?tab=introduce
15•choubao•3h ago•2 comments

The way CTRL-C in Postgres CLI cancels queries is incredibly hack-y

https://neon.com/blog/ctrl-c-in-psql-gives-me-the-heebie-jeebies
61•andrenotgiant•2d ago•9 comments

The future of version control

https://bramcohen.com/p/manyana
527•c17r•18h ago•291 comments

Reports of code's death are greatly exaggerated

https://stevekrouse.com/precision
408•stevekrouse•22h ago•301 comments

Why I love NixOS

https://www.birkey.co/2026-03-22-why-i-love-nixos.html
319•birkey•16h ago•228 comments

Project Nomad – Knowledge That Never Goes Offline

https://www.projectnomad.us
450•jensgk•21h ago•151 comments

Flash-MoE: Running a 397B Parameter Model on a Laptop

https://github.com/danveloper/flash-moe
353•mft_•22h ago•114 comments

GoGoGrandparent (YC S16) is hiring Back end Engineers

https://www.ycombinator.com/companies/gogograndparent/jobs/2vbzAw8-backend-engineer
1•davidchl•6h ago

Plane and ground vehicle collide at New York's LaGuardia airport halting flights

https://www.bbc.com/news/articles/cy01g522ww4o
40•mememememememo•2h ago•24 comments

Show HN: Agent Kernel – Three Markdown files that make any AI agent stateful

https://github.com/oguzbilgic/agent-kernel
8•obilgic•2h ago•2 comments

MAUI Is Coming to Linux

https://avaloniaui.net/blog/maui-avalonia-preview-1
213•DeathArrow•18h ago•113 comments

A Copy-Paste Bug That Broke PSpice AES-256 Encryption

https://jtsylve.blog/post/2026/03/18/PSpice-Encryption-Weakness
48•jtsylve•3d ago•11 comments

You are not your job

https://jry.io/writing/you-are-not-your-job/
177•jryio•18h ago•189 comments

GrapheneOS will remain usable by anyone without requiring personal information

https://grapheneos.social/@GrapheneOS/116261301913660830
412•nothrowaways•12h ago•114 comments

They’re vibe-coding spam now

https://tedium.co/2026/02/25/vibe-coded-email-spam/
93•raybb•11h ago•52 comments

What young workers are doing to AI-proof themselves

https://www.wsj.com/economy/jobs/ai-jobs-young-people-careers-14282284
136•wallflower•15h ago•221 comments

A Bilingual Localization for Pillars of Eternity (EN and ZH)

https://blog.cerrorism.com/blog/2026-03-19
4•cerrorism•3d ago•1 comments

Migrating the American express payment network, twice

https://americanexpress.io/migrating-the-payments-network-twice/
75•madflojo•9h ago•26 comments

Five years of running a systems reading group at Microsoft

https://armaansood.com/posts/systems-reading-group/
164•Foe•16h ago•49 comments

Ordered dithering with arbitrary or irregular colour palettes (2023)

https://matejlou.blog/2023/12/06/ordered-dithering-for-arbitrary-or-irregular-palettes/
39•surprisetalk•5d ago•3 comments

Building an FPGA 3dfx Voodoo with Modern RTL Tools

https://noquiche.fyi/voodoo
192•fayalalebrun•20h ago•42 comments

Intuitions for Tranformer Circuits

https://www.connorjdavis.com/p/intuitions-for-transformer-circuits
58•cjamsonhn•8h ago•4 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.