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My server is a phone now

https://seg6.space/posts/phone-server/
75•seg6•2h ago•34 comments

Improving Heuristics for A* Pathfinding

https://www.redblobgames.com/pathfinding/heuristics/differential.html
41•bobbiechen•1w ago•9 comments

Fastmail offers EU data region

https://www.fastmail.com/blog/fastmail-offers-eu-data-region/
317•groomlake•9h ago•142 comments

_for-sale DNS records

https://specification.website/spec/foundations/for-sale-dns/
342•shaunpud•11h ago•132 comments

Shopify replaced Redis with MySQL for inventory reservations–and it scaled

https://shopify.engineering/scaling-inventory-reservations
21•adletbalzhanov•2h ago•0 comments

Open-source interactive map for the Aug 12 total solar eclipse

https://eclipsefan.org/?v=2&t=max&layers=eclipse%2Cbesselian%2Cumbra-live%2Cshadow-3d%2Ccloud-pro...
86•MarcoDewey•5h ago•18 comments

Making difficulty curves in games

http://www.davetech.co.uk/difficultycurves
55•hakkikonu•3d ago•16 comments

Can Intel finally beat ARM on performance per Watt?

https://hackaday.com/2026/08/08/want-energy-efficiency-dude-youre-getting-a-dell/
159•gumby•9h ago•88 comments

The Sound and Music of 'Hyper Light Drifter' [video]

https://gdcvault.com/play/1024135/The-Sound-and-Music-of
9•hyperific•3d ago•0 comments

Title 7 Disparate Impact Liability Makes Almost Everything Presumptively Illegal

https://www.nyujll.com/volume-14/title-vii-disparate-impact-liability-makes-almost-everything-pre...
13•like_any_other•2h ago•3 comments

Os8088: A powerful Mac-like OS for the IBM XT, 286, 386

https://os8088.com/
18•jggonz•1h ago•3 comments

DeepMind's WeatherNext model achieves breakthrough forecasting cyclones

https://deepmind.google/blog/weathernext-ai-model-achieves-breakthrough-in-forecasting-cyclones/
383•bhavansig•16h ago•116 comments

Timeline of the OpenAI accidental attack against Hugging Face

https://simonwillison.net/2026/Aug/7/openai-timeline/
334•882542F3884314B•14h ago•346 comments

Dithered QR Codes

https://www.andrewt.net/dithered-qr-codes/wtf/
12•jmusall•2h ago•1 comments

Building a local positioning system to track runners using Ultra-Wideband

https://zeus.ugent.be/blog/25-26/12urenloop-uwb/
40•robinpdev•1w ago•2 comments

Triton: DirectX 11 Driver for QEMU

https://blog.getutm.app/2026/introducing-triton-directx-11-driver-for-qemu/
134•electricant•11h ago•24 comments

Maryland Closes More of Cunningham Falls State Park After Second Beaver Attack

https://news.maryland.gov/dnr/2026/08/05/dnr-closes-additional-areas-of-cunningham-falls-state-pa...
83•bookofjoe•4h ago•48 comments

US Military's cyber command unit grapples with cluster of deaths by suicide

https://www.bloomberg.com/news/articles/2026-08-06/us-military-s-cyber-command-unit-grapples-with...
239•rbanffy•15h ago•387 comments

Preventing Misfolding by Preventing Folding

https://www.science.org/content/blog-post/preventing-misfolding-preventing-folding
40•surprisetalk•4d ago•1 comments

Danish high schoolers will have to verbally defend written assignments

https://mezha.net/eng/bukvy/ca117584_denmark_requires_oral/
507•theanonymousone•7h ago•241 comments

TinySol, a tiny solitaire game for DOS

https://classicbits.net/coding-and-software/my-software/monosol/
45•skibz•7h ago•11 comments

DDisasm: Reversible (bi-directional) Disassembler

https://github.com/GrammaTech/ddisasm
17•aboardRat4•5d ago•3 comments

Gateway 2000's hilariously bad ads in the 90s (Part II)

https://buttondown.com/suchbadtechads/archive/gateway-2000-part-2/
99•rfarley04•12h ago•75 comments

“Code was never the hard part” is an insult to all programmers

https://blog.senko.net/code-was-never-the-hard-part-is-an-insult-to-all-programmers
562•senko•10h ago•359 comments

Depression has tripled in the last 15 years. Arthur Brooks about the cause

https://bigthink.com/series/full-interview/meaning-crisis-brooks/
25•lschueller•2h ago•30 comments

Hardware backdoors in some x86 CPUs

https://github.com/xoreaxeaxeax/rosenbridge
342•epestr•18h ago•94 comments

Lost my phone at the office. Claude suggested tracking Bluetooth signal strength

https://twitter.com/un1c0rnioz/status/2084686552299634805
216•ilamont•1d ago•159 comments

The Unreasonable Effectiveness of Mathematics in the Natural Sciences [pdf]

https://web.njit.edu/~akansu/PAPERS/The%20Unreasonable%20Effectiveness%20of%20Mathematics%20(EP%2...
23•pseudolus•4h ago•10 comments

Message your other Claude Code sessions

https://code.claude.com/docs/en/cross-session-messaging
56•mfiguiere•9h ago•29 comments

Voyager 1 FDS Computer Emulator

https://zaneham.github.io/voyager-fds-emulator/
77•rahen•11h ago•12 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.