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The Day the Telnet Died

https://www.labs.greynoise.io/grimoire/2026-02-10-telnet-falls-silent/
66•pjf•1h ago•29 comments

The Feynman Lectures on Physics (1961-1964)

https://www.feynmanlectures.caltech.edu/
41•rramadass•12h ago•5 comments

The Singularity will occur on a Tuesday

https://campedersen.com/singularity
763•ecto•7h ago•430 comments

Ex-GitHub CEO launches a new developer platform for AI agents

https://entire.io/blog/hello-entire-world/
275•meetpateltech•8h ago•242 comments

The Little Learner: A Straight Line to Deep Learning

https://mitpress.mit.edu/9780262546379/the-little-learner/
57•AlexeyBrin•2d ago•5 comments

The Falkirk Wheel

https://www.scottishcanals.co.uk/visit/canals/visit-the-forth-clyde-canal/attractions/the-falkirk...
32•scapecast•3h ago•12 comments

My eighth year as a bootstrapped founder

https://mtlynch.io/bootstrapped-founder-year-8/
101•mtlynch•2d ago•42 comments

Tambo 1.0: Open-source toolkit for agents that render React components

https://github.com/tambo-ai/tambo
31•grouchy•3h ago•4 comments

Clean-room implementation of Half-Life 2 on the Quake 1 engine

https://code.idtech.space/fn/hl2
316•klaussilveira•12h ago•64 comments

Mathematicians disagree on the essential structure of the complex numbers (2024)

https://www.infinitelymore.xyz/p/complex-numbers-essential-structure
139•FillMaths•7h ago•186 comments

Simplifying Vulkan one subsystem at a time

https://www.khronos.org/blog/simplifying-vulkan-one-subsystem-at-a-time
198•amazari•10h ago•137 comments

How did Windows 95 get permission to put the Weezer video Buddy Holly on the CD?

https://devblogs.microsoft.com/oldnewthing/20260210-00/?p=112052
90•ingve•4h ago•60 comments

Qwen-Image-2.0: Professional infographics, exquisite photorealism

https://qwen.ai/blog?id=qwen-image-2.0
367•meetpateltech•14h ago•158 comments

Waymo exec reveals company uses remote workers in the Philippines

https://people.com/waymo-exec-reveals-company-uses-operators-in-the-philippines-to-assist-autonom...
119•iancmceachern•3d ago•144 comments

Show HN: Rowboat – AI coworker that turns your work into a knowledge graph (OSS)

https://github.com/rowboatlabs/rowboat
100•segmenta•7h ago•27 comments

Google handed ICE student journalist's bank and credit card numbers

https://theintercept.com/2026/02/10/google-ice-subpoena-student-journalist/
585•lehi•6h ago•212 comments

Show HN: JavaScript-first, open-source WYSIWYG DOCX editor

https://github.com/eigenpal/docx-js-editor
26•thisisjedr•1d ago•2 comments

Competition is not market validation

https://www.ablg.io/blog/competition-is-not-validation
50•tonioab•8h ago•19 comments

Markdown CLI viewer with VI keybindings

https://github.com/taf2/mdvi
51•taf2•6h ago•19 comments

A brief history of oral peptides

https://seangeiger.substack.com/p/a-brief-history-of-oral-peptides
65•odedfalik•1d ago•22 comments

Show HN: Sol LeWitt-style instruction-based drawings in the browser

https://intervolz.com/sollewitt/
18•intervolz•4h ago•0 comments

Show HN: Stripe-no-webhooks – Sync your Stripe data to your Postgres DB

https://github.com/pretzelai/stripe-no-webhooks
43•prasoonds•6h ago•15 comments

The Evolution of Bengt Betjänt

https://andonlabs.com/blog/evolution-of-bengt
38•lukaspetersson•20h ago•2 comments

Show HN: Distr 2.0 – A year of learning how to ship to customer environments

https://github.com/distr-sh/distr
63•louis_w_gk•11h ago•17 comments

Launch HN: Livedocs (YC W22) – An AI-native notebook for data analysis

https://livedocs.com
42•arsalanb•6h ago•17 comments

Show HN: Multimodal perception system for real-time conversation

https://raven.tavuslabs.org
34•mert_gerdan•5h ago•7 comments

Oxide raises $200M Series C

https://oxide.computer/blog/our-200m-series-c
495•igrunert•9h ago•261 comments

Europe's $24T Breakup with Visa and Mastercard Has Begun

https://europeanbusinessmagazine.com/business/europes-24-trillion-breakup-with-visa-and-mastercar...
617•NewCzech•12h ago•533 comments

Show HN: ArtisanForge: Learn Laravel through a gamified RPG adventure

https://artisanforge.online/
5•grazulex•2d ago•0 comments

Show HN: I built a macOS tool for network engineers – it's called NetViews

https://www.netviews.app
152•n1sni•18h ago•43 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•9mo ago

Comments

nmstoker•9mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•9mo 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•9mo 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•9mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•9mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•9mo 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•9mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•9mo 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•9mo 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•9mo 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.