frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

How I find problems to solve as a staff engineer

https://lalitm.com/post/find-problems-staff-engineer/
180•vanpra•3h ago•65 comments

Google Workspace thinks my domain is an email provider

https://blog.elis.cc/articles/google-workspace-thinks-my-domain-is-an-email-provider/
79•el1s7•3h ago•21 comments

How Complex Systems Fail (1998)

https://how.complexsystems.fail/
209•shortcrct•7h ago•58 comments

My agent.md to improve LLM-assisted code quality

https://fabiensanglard.net/agent.md/index.html
95•ibobev•4h ago•40 comments

What Is a Harness?

https://earendil.com/posts/what-is-a-harness/
234•tosh•8h ago•118 comments

Why Sal Khan't: On Learning by Making but Teaching by Telling

https://punyamishra.com/2026/04/16/why-sal-khant-on-learning-by-making-but-teaching-by-telling/
109•the-mitr•6h ago•71 comments

Malware infects Android-based automotive head unit firmware

https://securelist.com/android-head-unit-malware/121106/
194•campuscodi•9h ago•94 comments

My favorite nonfiction books about cults, scams, and schemes

https://bookdna.com/best-books/nonfiction-about-cults-scams-and-schemes
178•bwb•8h ago•62 comments

A website for debloated open source alternatives

https://debloat.dev/
219•ryanvogel•5h ago•74 comments

Explain it to me like I'm ten

https://timharford.com/2026/08/explain-it-to-me-like-im-ten/
51•bookofjoe•4h ago•24 comments

Decoding silent reading from non-invasive EEG

https://arxiv.org/abs/2608.20186
12•root-parent•2h ago•5 comments

A complex structure on S^6 [pdf]

https://alpo.ge/s6.pdf
25•robinhouston•53m ago•13 comments

The Vibe Tax

https://insufferable.dev/posts/vibe-tax/
80•allisdust•4h ago•63 comments

I spent $266 and four AI models to own my tablet. GLM-5.3 finished it in a day

https://ericpardee.github.io/fire-hd-ownership/
585•dr_pardee•8h ago•260 comments

Over 170k Nonprofits Lost All Their Data. Is Microsoft to Blame?

https://slate.com/technology/2026/08/microsoft-software-nonprofit-data-delete.html
105•tchalla•3h ago•35 comments

Slovakia finds Russian backdoor in traffic speed cameras

https://risky.biz/risky-bulletin-slovakia-finds-russian-backdoor-in-traffic-speed-cameras/
343•dredmorbius•8h ago•130 comments

Fable and the End of the Free Lunch

https://www.dbreunig.com/2026/08/23/fable-the-end-of-moore-s-law.html
84•dbreunig•3h ago•71 comments

Coconut Oil Jet Fuel Matches Kerosene's Efficiency in Engine Tests

https://studyfinds.com/coconut-oil-jet-fuel-matches-kerosenes-efficiency-in-engine-tests/
124•mdp2021•6h ago•131 comments

The Planet Now Has More Trees Than It Did 35 Years Ago (2018)

https://psmag.com/environment/the-planet-now-has-more-trees-than-it-did-35-years-ago/
20•bookofjoe•44m ago•5 comments

Wi-Fi 8 is the first wireless upgrade in years that isn't chasing speed

https://www.xda-developers.com/wi-fi-8-first-wireless-upgrade-years-isnt-chasing-speed-home-netwo...
274•taubek•15h ago•216 comments

Predicting AI model release dates with stats

https://releaseoracle.xyz/
18•akeyes6•4h ago•3 comments

Kodak DC50 now usable on the Apple II

https://www.colino.net/wordpress/archives/2026/08/23/kodak-dc50-now-usable-on-the-apple-ii/
18•ibobev•6h ago•2 comments

Erik Brynjolfsson says an AI "job apocalypse" is unlikely

https://wpintelligence.washingtonpost.com/topics/ai-tech/2026/08/19/wpi-conversation-why-an-ai-jo...
29•gumby•5h ago•39 comments

The Remote Work Challenge: Lessons from 5 Cities

https://www.pew.org/en/research-and-analysis/reports/2026/05/the-remote-work-challenge-lessons-fr...
20•softwaredoug•5h ago•6 comments

Training AI to Paint with Code

https://surya.website/rling-qwen-to-paint-with-code
6•Tiberium•3h ago•0 comments

AI and Infrastructure Engineering

https://omegion.dev/2026/08/ai-and-infrastructure-engineering/
20•0megion•4h ago•4 comments

To become a better writer, read as much as you can

https://nappertime.com/the-golden-rule-of-becoming-a-better-writer/
413•andsoitis•19h ago•245 comments

MartyPC is a cross-platform emulator of early PCs written in Rust

https://martypc.net/
206•boilerupnc•19h ago•87 comments

Etched Sohu vs. Nvidia: Transformer ASIC vs. GPU (2026)

https://www.spheron.network/blog/etched-ai-sohu-vs-nvidia-transformer-asic-inference/
16•rbanffy•4h ago•4 comments

I Dream of Quieter Computing

https://henry.codes/writing/i-dream-of-quieter-computing/
108•Sir_Twist•20h ago•109 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.