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Show HN: ChartGPU – WebGPU-powered charting library (1M points at 60fps)

https://github.com/ChartGPU/ChartGPU
111•huntergemmer•1h ago•39 comments

SmartOS

https://docs.smartos.org/
9•ofrzeta•52m ago•0 comments

Nested Code Fences in Markdown

https://susam.net/nested-code-fences.html
87•todsacerdoti•3h ago•15 comments

RTS for Agents

https://www.getagentcraft.com/
49•summoned•4d ago•19 comments

Anthropic's original take home assignment open sourced

https://github.com/anthropics/original_performance_takehome
512•myahio•13h ago•247 comments

EU–INC – A new pan-European legal entity

https://www.eu-inc.org/
501•tilt•5h ago•487 comments

Show HN: yolo-cage – AI coding agents that can't exfiltrate secrets

https://github.com/borenstein/yolo-cage
14•borenstein•1h ago•11 comments

Ireland wants to give its cops spyware, ability to crack encrypted messages

https://www.theregister.com/2026/01/21/ireland_wants_to_give_police/
83•jjgreen•2h ago•37 comments

EmuDevz: A game about developing emulators

https://afska.github.io/emudevz/
123•ingve•3d ago•24 comments

TPM on Embedded Systems: Pitfalls and Caveats to Watch Out For

https://sigma-star.at/blog/2026/01/tpm-on-embedded-systems-pitfalls-and-caveats/
10•Deeg9rie9usi•2d ago•2 comments

Batmobile: 10-20x Faster CUDA Kernels for Equivariant Graph Neural Networks

https://elliotarledge.com/blog/batmobile
58•ipnon•3d ago•10 comments

Comic-Con Bans AI Art After Artist Pushback

https://www.404media.co/comic-con-bans-ai-art-after-artist-pushback/
81•cdrnsf•2h ago•53 comments

What Is a PC Compatible?

https://codon.org.uk/~mjg59/blog/p/what-is-a-pc-compatible/
54•edward•5d ago•15 comments

Hightouch (YC S19) Is Hiring

https://hightouch.com/careers
1•joshwget•4h ago

Vibecoding #2

https://matklad.github.io/2026/01/20/vibecoding-2.html
88•ibobev•3h ago•66 comments

Stories removed from the Hacker News Front Page, updated in real time (2024)

https://github.com/vitoplantamura/HackerNewsRemovals
180•akyuu•4h ago•97 comments

SETI@home is in hiberation

https://setiathome.berkeley.edu/
174•keepamovin•6h ago•90 comments

A 26,000-year astronomical monument hidden in plain sight (2019)

https://longnow.org/ideas/the-26000-year-astronomical-monument-hidden-in-plain-sight/
532•mkmk•21h ago•105 comments

RSS.Social – the latest and best from small sites across the web

https://rss.social/
172•Curiositry•13h ago•39 comments

I Made Zig Compute 33M Satellite Positions in 3 Seconds. No GPU Required

https://atempleton.bearblog.dev/i-made-zig-compute-33-million-satellite-positions-in-3-seconds-no...
38•signa11•6h ago•4 comments

Nukeproof: Manifesto for European Data Sovereignty

https://nukeproof.org/
81•jamesblonde•4h ago•32 comments

The super-slow conversion of the U.S. to metric (2025)

https://www.thefabricator.com/thefabricator/blog/testingmeasuring/the-super-slow-conversion-of-th...
70•itvision•4h ago•156 comments

cURL removes bug bounties

https://etn.se/index.php/nyheter/72808-curl-removes-bug-bounties.html
359•jnord•10h ago•198 comments

The percentage of Show HN posts is increasing, but their scores are decreasing

https://snubi.net/posts/Show-HN/
164•plastic041•9h ago•124 comments

Finding Matrices that you can multiply wrong, right

https://www.hgreer.com/BadMatrixMultiply/
11•aebtebeten•5d ago•2 comments

The first 100 days as a Renovate maintainer

https://www.jvt.me/posts/2026/01/21/renovate-100-days/
5•speckx•2h ago•0 comments

The challenges of soft delete

https://atlas9.dev/blog/soft-delete.html
224•buchanae•18h ago•133 comments

Libbbf: Bound Book Format, A high-performance container for comics and manga

https://github.com/ef1500/libbbf
93•zdw•11h ago•57 comments

Which AI Lies Best? A game theory classic designed by John Nash

https://so-long-sucker.vercel.app/
171•lout332•18h ago•72 comments

Show HN: Mastra 1.0, open-source JavaScript agent framework from the Gatsby devs

https://github.com/mastra-ai/mastra
196•calcsam•23h ago•61 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•8mo ago

Comments

nmstoker•8mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•8mo 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•8mo 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•8mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•8mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•8mo 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•8mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•8mo 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•8mo 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•8mo 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.