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The Internals of PostgreSQL

https://www.interdb.jp/pg/index.html
171•ibobev•5h ago•10 comments

C++26 Disapproved

https://andreasfertig.com/blog/2026/11/cpp26-dis-failed-how-does-cpp-survive/
70•thatxliner•3h ago•14 comments

Jailbreaking my car's navigation system just so I can change the time

https://blog.nns.ee/2026/11/02/renault-hack/
660•xx_ns•1d ago•275 comments

Stringman, an $800 open-source room scale gripper robot

https://neufangled.com/
441•nharada•11h ago•158 comments

Giant canyon on Mars is still tectonically active

https://lamont.columbia.edu/news/giant-canyon-mars-still-tectonically-active-today
27•gmays•2h ago•0 comments

Show HN: HackerTV – HN's most-recommended Youtube videos as 24/7 TV channels

https://hackertv.org
226•dsalzman•1d ago•45 comments

Arrows to arrows, categories to queries (2025)

https://reasonablypolymorphic.com/blog/arrows-to-arrows/
7•firstbase•39m ago•0 comments

Safari introduces Adaptive Dark Mode in 27.3

https://webkit.org/blog/18541/introducing-adaptive-dark-mode/
336•paddingtone•6h ago•190 comments

Japan's Jimi 'Mundane' Halloween Costumes of 2026

https://spoon-tamago.com/japan-jimi-mundane-halloween-costumes-2026/
135•zdw•1d ago•23 comments

Fujifilm to boost tape production 5x as AI fuels archiving demand

https://arstechnica.com/gadgets/2026/10/fujifilm-to-boost-tape-production-5x-as-ai-fuels-archivin...
406•bookofjoe•1d ago•175 comments

Qwen 3.8 27B on my laptop can interpret model weights, too

https://simonwillison.net/2026/Nov/3/qwen-can-interpret-model-weights/
522•theanonymousone•10h ago•166 comments

Why Clip Art Was Everywhere Until It Wasn't [video]

https://www.youtube.com/watch?v=XfLlpxE6AYM
9•surprisetalk•15h ago•2 comments

Postman silently auto-installs AI plugins and attempts to share all API data

https://github.com/postmanlabs/postman-app-support/issues/14370
1090•sidgarimella•10h ago•361 comments

The Little Book of Generative AI Foundations: An Intuitive Mathematical Primer

https://arxiv.org/abs/2605.29713
263•ibobev•6h ago•46 comments

There is no posttraining data commons

https://openathena.ai/blog/there-is-no-posttraining-data-commons/
42•lukasschwab•13h ago•10 comments

We're training a Figma-fluent editing model

https://www.figma.com/blog/training-a-figma-fluent-editing-model/
84•gmays•2d ago•40 comments

Show HN: Kairos – Open-source risk and fraud decisioning platform

https://github.com/finic-ai/kairos
72•ayanb9440•6h ago•11 comments

Microsoft fixes a Windows 11 annoyance as PC revenue declines

https://arstechnica.com/gadgets/2026/10/windows-11-gets-right-click-menu-improvements-as-pc-reven...
25•rbanffy•14h ago•60 comments

How I use AI (Oct 2026)

https://ben.stolovitz.com/posts/how-use-ai-oct-2026/
102•citelao•9h ago•93 comments

Introduction to Programming in ATS

https://ats-lang.sourceforge.net/DOCUMENT/INT2PROGINATS/HTML/book1.html
59•ibobev•8h ago•8 comments

The Pnyx and the Agora (2016)

https://www.readingdesign.org/the-pnyx-and-the-agora
5•apophatic•7h ago•0 comments

Union Types and Option Types (2025)

https://tibleiz.net/blog/2025-03-16-union-types-and-option-types.html
30•g0xA52A2A•1d ago•13 comments

Curiosity Traps

https://www.autodidacts.io/curiosity-traps/
54•surprisetalk•1d ago•6 comments

The 'Astra can read and write weights to improve Qwen' post is misleading

https://honnibal.dev/blog/astra-read-write-misleading
925•syllogism•15h ago•193 comments

Ashby (YC W19) Is Hiring EMs

https://www.ashbyhq.com/careers?ashby_jid=695b1ce6-c375-4fad-94ef-61b50a3fbd28&utm_source=hn
1•abhikp•10h ago

Show HN: Uncracked City, detective game where you question LLM suspects that lie

https://uncracked.city
7•passkey1510•6h ago•2 comments

Writing seen in PHerc. 306B, for the first time in 2000 years

https://scrollprize.substack.com/p/writing-seen-in-pherc-306b-for-the
118•benbreen•1d ago•16 comments

Pratt parsing is a black box

https://vinipsmaker.github.io/blog/article/pratt-parsing-is-a-black-box/
45•ibobev•7h ago•20 comments

Antimony: CAD Software Evolved from Lisp Machines and Not Drafting Tables (2015)

https://www.mattkeeter.com/projects/antimony/3/
109•pmkary•1d ago•60 comments

Killing what can't be handled – putting a spaghetti demon to eternal rest

https://themaister.net/blog/2026/10/29/killing-what-cant-be-handled-putting-a-spaghetti-demon-to-...
37•ibobev•1d ago•7 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.