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GenCAD

https://gencad.github.io/
213•dagenix•8h ago•45 comments

I turned a $80 RK3562 Android tablet into a Debian Linux workstation

https://github.com/tech4bot/rk3562deb
298•tech4bot•16h ago•137 comments

Ask an Astronaut: 333 hours of Q&A footage with astronauts

https://askanastronaut.issinrealtime.org/
90•gaws•2d ago•8 comments

Prolog Coding Horror

https://www.metalevel.at/prolog/horror
88•RohanAdwankar•8h ago•28 comments

A Good Lemma Is Worth a Thousand Theorems (2007)

https://sites.math.rutgers.edu/~zeilberg/Opinion82.html
34•susam•1d ago•6 comments

Show HN: Semble – Code search for agents that uses 98% fewer tokens than grep

https://github.com/MinishLab/semble
259•Bibabomas•14h ago•83 comments

WriteUp: 16 Bytes of x86 that turn Matrix rain into sound

https://hellmood.111mb.de//wake_up_16b_writeup.html
63•HellMood•6h ago•3 comments

Two EA-18 fighter jets collide at Mountain Home airshow, pilots ejected safely

https://idahonews.com/news/local/two-f-18-fighter-jets-have-crashed-during-an-airshow-at-mountain...
160•ChrisArchitect•8h ago•136 comments

Jank now has its own custom IR

https://jank-lang.org/blog/2026-05-08-optimization/
80•DASD•2d ago•7 comments

The SGI Buyer's Guide (2003)

https://hardware.majix.org/computers/sgi/buyers-guide.shtml
17•uticus•2d ago•6 comments

Show HN: Mezz, a curl-able WiFi sandbox for IoT pentesting

https://github.com/ABGEO/mezz
8•ABGEO•2d ago•2 comments

CUDA Books

https://github.com/alternbits/awesome-cuda-books
166•dariubs•16h ago•34 comments

Magical Realism: “Northern Exposure” 25 Years Later (2015)

https://www.rogerebert.com/streaming/magical-realism-nothern-exposure-25-years-later
91•walterbell•2d ago•39 comments

Étienne Ghys: The Shape of Letters: From Leonardo da Vinci to Donald Knuth

https://www.youtube.com/watch?v=1OIxzewWilc
6•tzury•1h ago•2 comments

Tesla Solar Roof is on life support as it pivot to panels

https://electrek.co/2026/05/14/tesla-solar-roof-promise-vs-reality-pivot-panels/
211•celsoazevedo•1d ago•213 comments

Hindenburg’s Smoking Room

https://www.airships.net/hindenburg-smoking-room/
179•crescit_eundo•3d ago•143 comments

Crystals found inside wreckage from the first nuclear bomb test

https://www.scientificamerican.com/article/strange-crystals-found-inside-wreckage-from-the-first-...
5•jumploops•2d ago•0 comments

Prolog Basics Explained with Pokémon

https://unplannedobsolescence.com/blog/prolog-basics-pokemon/
229•birdculture•2d ago•37 comments

I don't think AI will make your processes go faster

https://frederickvanbrabant.com/blog/2026-05-15-i-dont-think-ai-will-make-your-processes-go-faster/
536•TheEdonian•17h ago•376 comments

Cannibalistic attacks between gray seals leave telltale “corkscrew” injuries

https://www.science.org/content/article/scientists-id-corkscrew-killer-behind-gruesome-seal-deaths
56•gmays•3d ago•15 comments

High-Entropy Alloy

https://en.wikipedia.org/wiki/High-entropy_alloy
124•leonidasrup•3d ago•23 comments

Trials on veterans suggest ibogaine could provide a new treatment for PTSD

https://www.bbc.com/future/article/20260514-how-hallucinogenic-ibogaine-helps-veterans-overcome-ptsd
89•bushwart•17h ago•94 comments

VoIP brings back old-fashioned pay phones to rural Vermont (2025)

https://spectrum.ieee.org/payphone-voip
140•bookofjoe•10h ago•41 comments

Mercurial, 20 years and counting: how are we still alive and kicking? [video]

https://fosdem.org/2026/schedule/event/AGWUVH-mercurial-aint-you-dead-yet/
178•ibobev•2d ago•178 comments

The History of ThinkPad: From IBM’s Bento Box to Lenovo’s AI Workstations

https://www.jdhodges.com/blog/thinkpad-history/
82•zdw•7h ago•42 comments

America's Most-Spoken Languages After English and Spanish

https://www.visualcapitalist.com/mapped-americas-most-spoken-languages-after-english-and-spanish/
18•RyeCombinator•2h ago•0 comments

Colossus: The Forbin Project

https://en.wikipedia.org/wiki/Colossus:_The_Forbin_Project
227•doener•3d ago•90 comments

A nicer voltmeter clock

https://lcamtuf.substack.com/p/a-nicer-voltmeter-clock
326•surprisetalk•1d ago•43 comments

Mozilla to UK regulators: VPNs are essential privacy and security tools

https://blog.mozilla.org/netpolicy/2026/05/15/mozilla-to-uk-regulators-vpns-are-essential-privacy...
689•WithinReason•23h ago•284 comments

Fabricked: Misconfiguring Infinity Fabric to Break AMD SEV-SNP

https://xca-attacks.github.io/fabricked/
44•negura•7h ago•21 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.