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The Art of 64-bit Assembly

https://nostarch.com/art-64-bit-assembly-v2
48•0x54MUR41•1h ago•5 comments

GitHub has alternatives, but no replacement

https://lalitm.com/post/github-alternatives/
16•lalitmaganti•27m ago•5 comments

RipGrep musl binaries occasionally segfault during very-large searches

https://github.com/BurntSushi/ripgrep/issues/3494
142•throwaway2037•3h ago•84 comments

A Surveillance Treaty in Disguise: Canada Signs UN Cybercrime Convention

https://www.michaelgeist.ca/2026/07/a-surveillance-treaty-in-disguise-the-trouble-with-canadas-qu...
112•iamnothere•1h ago•45 comments

Charlie Stross – On the non-use of AI in my writing process

https://www.antipope.org/charlie/blog-static/2026/08/on-the-non-use-of-ai-in-my-wri.html
28•jwx48•3h ago•9 comments

Indexing the Data Lake for Online Point Queries

https://engineering.atspotify.com/2026/7/indexing-the-data-lake-for-online-point-queries
4•kalaracey•25m ago•0 comments

Cursor removed cost information from the usage page and CSV export

https://forum.cursor.com/t/usage-page-to-token-amount-what/167153
7•EugeneOZ•41m ago•1 comments

Linux on ESP32

https://github.com/GrieferPig/esp32-s31-linux
27•boveyking•3d ago•11 comments

Elevators

https://john.fun/elevators
1489•Jrh0203•1d ago•373 comments

Manual: •.,:;?·

https://type.today/en/journal/dots
85•behnamoh•2d ago•12 comments

Explorative modeling: Train on the best of K guesses

https://alexiglad.github.io/blog/2026/explorative_modeling/
3•DSemba•43m ago•0 comments

Flint: A Visualization Language for the AI Era

https://microsoft.github.io/flint-chart/
215•vinhnx•13h ago•62 comments

Kontigo (YC S24) Is Hiring

https://www.ycombinator.com/companies/kontigo/jobs/xAo6tMt-founding-engineer
1•jecastillof•4h ago

Study uncovers lost 'golden age' of languages

https://news.yale.edu/2026/07/23/study-uncovers-lost-golden-age-languages
16•gmays•2d ago•4 comments

RamenHaus

https://ramen.haus/
161•oler•7h ago•78 comments

Solid Queue 1.6.0 now supports fiber workers

https://github.com/rails/solid_queue/releases/tag/v1.6.0
63•earcar•8h ago•21 comments

qm – Multiplayer agent harness for work

https://github.com/yc-software/qm
623•tosh•22h ago•143 comments

A tiny holdout building in the middle of Macy’s is back in view

https://ephemeralnewyork.wordpress.com/2026/07/27/hidden-by-billboards-for-over-100-years-the-tin...
133•donohoe•3d ago•38 comments

Ten advances in mathematics and theoretical computer science

https://openai.com/index/ten-advances-in-mathematics/
289•milkshakes•8h ago•187 comments

Astro Loop

https://pubdeer.com/
19•BaseBaal•3h ago•2 comments

Scope of Hacks on U.S. Water Supply Widens as Evidence Points to Iran

https://www.nytimes.com/2026/08/01/us/politics/iran-cyberattack-water-systems.html
6•jbegley•9m ago•0 comments

How to Exist

https://www.raptitude.com/2026/07/how-to-exist/
306•walterbell•15h ago•180 comments

Software for One

https://www.ajwaxman.com/writing/software-for-one
186•awaxman11•3d ago•188 comments

How to Do Great Work (2023)

https://paulgraham.com/greatwork.html
78•tosh•7h ago•55 comments

Run Kimi K3 using 29 GB of RAM at 0.50 tok/s

https://github.com/sqliteai/waste
296•marcobambini•1d ago•133 comments

The First Idempotency Key

https://hatchet.run/blog/first-idempotency-key
22•abelanger•4d ago•3 comments

The development pipeline is a production system

https://sundry.jerryorr.com/2026/07/31/development-pipeline-is-a-production-system
126•firefoxd•12h ago•62 comments

G'mic 4.0: Squaring the Pixel, Easier

https://gmic.eu/gmic40/
64•dtschump•3d ago•3 comments

The Absurdity of Albert Camus

https://www.historytoday.com/archive/portrait-author-historian/absurdity-albert-camus
157•apollinaire•1d ago•76 comments

Attention Decode on AMD MI450 GPUs: A Gluon Kernel Optimization Guide

https://rocm.blogs.amd.com/software-tools-optimization/gluon-attention-decode-mi450/README.html
59•matt_d•4d ago•6 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.