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How fast is a macOS VM, and how small could it be?

https://eclecticlight.co/2026/05/02/how-fast-is-a-macos-vm-and-how-small-could-it-be/
137•moosia•6h ago•52 comments

Why does it take so long to release black fan versions?

https://www.noctua.at/en/expertise/blog/how-can-it-take-so-long-to-release-black-fan-versions
489•buildbot•11h ago•226 comments

Barman – Backup and Recovery Manager for PostgreSQL

https://github.com/EnterpriseDB/barman
20•nateb2022•3d ago•2 comments

Why are there both TMP and TEMP environment variables? (2015)

https://devblogs.microsoft.com/oldnewthing/20150417-00/?p=44213
116•ankitg12•7h ago•61 comments

Open Design: Use Your Coding Agent as a Design Engine

https://github.com/nexu-io/open-design
87•steveharing1•3h ago•55 comments

Refusal in Language Models Is Mediated by a Single Direction

https://arxiv.org/abs/2406.11717
17•fagnerbrack•2h ago•3 comments

Craig Venter of Human Genome Project Dies at 79

https://www.economist.com/obituary/2026/05/01/craig-venter-raced-to-decode-the-human-genome
26•bookofjoe•3h ago•5 comments

Show HN: DAC – open-source dashboard as code tool for agents and humans

https://github.com/bruin-data/dac
66•karakanb•3d ago•14 comments

Dotcl: Common Lisp Implementation on .NET

https://github.com/dotcl/dotcl
96•reikonomusha•1d ago•13 comments

Show HN: Pollen – distributed WASM runtime, no control plane, single binary

https://github.com/sambigeara/pollen
45•sambigeara•2d ago•19 comments

Ti-84 Evo

https://education.ti.com/en/products/calculators/graphing-calculators/ti-84-evo
520•thatxliner•19h ago•423 comments

Show HN: Mljar Studio – local AI data analyst that saves analysis as notebooks

https://mljar.com/
37•pplonski86•5h ago•7 comments

Artemis II Photo Timeline

https://artemistimeline.com/#artemis-ii-walkout-nhq202604010003
279•geerlingguy•2d ago•24 comments

New research suggests people can communicate and practice skills while dreaming

https://www.newyorker.com/culture/annals-of-inquiry/its-possible-to-learn-in-our-sleep-should-we
396•XzetaU8•21h ago•233 comments

SFO Gate Explorer

https://www.flysfo.com/passengers/services/gate-explorer
21•CaliforniaKarl•1d ago•20 comments

Show HN: Browser-based light pollution simulator using real photometric data

https://iesna.eu/?wasm=skyglow_demo
30•holg•6h ago•6 comments

Show HN: Filling PDF forms with AI using client-side tool calling

https://copilot.simplepdf.com/?share=a7d00ad073c75a75d493228e6ff7b11eb3f2d945b6175913e87898ec96ca...
36•nip•6h ago•17 comments

Russia Poisons Wikipedia

https://www.bettedangerous.com/p/russia-poisons-wikipedia
147•exceptione•2h ago•94 comments

To Restore an Island Paradise, Add Fungi

https://e360.yale.edu/digest/atoll-islands-sea-level-rise-fungi
105•Brajeshwar•3d ago•23 comments

Oil tanker hijacked off Yemen, steers toward Somalia

https://www.yahoo.com/news/articles/yemen-says-oil-tanker-hijacked-121710980.html
25•delichon•1h ago•22 comments

DeepSeek V4–almost on the frontier, a fraction of the price

https://simonwillison.net/2026/Apr/24/deepseek-v4/
294•indigodaddy•22h ago•183 comments

An unknown Sega Saturn project has come to light after 29 years

https://32bits.substack.com/p/under-the-microscope-pyramid-unreleased
47•bbayles•2h ago•1 comments

Bitmap and tilemap generation from a single example

https://github.com/mxgmn/WaveFunctionCollapse
54•futurecat•2d ago•11 comments

CollectWise (YC F24) Is Hiring

https://www.ycombinator.com/companies/collectwise/jobs/rEWfZ6R-senior-forward-deployed-engineer
1•OBrien_1107•10h ago

Show HN: Large Scale Article Extract of Newspapers 1730s-1960s

https://snewpapers.com/
27•brettnbutter•6h ago•13 comments

Ask.com has closed

https://www.ask.com/
355•supermdguy•11h ago•192 comments

I'm Peter Roberts, immigration attorney who does work for YC and startups. AMA

179•proberts•1d ago•229 comments

A report on burnout in open source software communities (2025) [pdf]

https://mirandaheath.website/static/oss_burnout_report_mh_25.pdf
118•susam•16h ago•45 comments

Lib0xc: A set of C standard library-adjacent APIs for safer systems programming

https://github.com/microsoft/lib0xc
172•wooster•20h ago•67 comments

Ask HN: Who is hiring? (May 2026)

279•whoishiring•1d ago•299 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•11mo ago

Comments

nmstoker•11mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•11mo 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•11mo 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•11mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•11mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•11mo 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•11mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•11mo 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•11mo 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•11mo 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.