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Kaiser nurses say AI, workplace surveillance are making their jobs, care worse

https://localnewsmatters.org/2026/07/15/kaiser-nurses-say-ai-workplace-surveillance-are-making-th...
311•gnabgib•4h ago•195 comments

AWS: Inaccurate Estimated Billing Data – $1.7 billion

1062•nprateem•16h ago•645 comments

Thanks HN for 15 years of support and helping me find my life's work

361•nicholasjbs•9h ago•33 comments

The Zilog Z80 has turned 50

https://goliath32.com/blog/z80.html
170•st_goliath•6h ago•54 comments

The Isomorphic Labs Drug Design Engine unlocks a new frontier beyond AlphaFold

https://www.isomorphiclabs.com/articles/the-isomorphic-labs-drug-design-engine-unlocks-a-new-fron...
36•andsoitis•3h ago•2 comments

First atmosphere found on Earth-like planet in habitable zone of distant star

https://www.bbc.com/news/articles/cy4kdd1e0ejo
376•neversaydie•12h ago•236 comments

Vāgdhenu: A Sanskrit Chanting TTS System

https://prathosh.in/vagdhenu/
73•subinalex•4d ago•7 comments

A grumpy screed about AI in software engineering

https://sam.sutch.net/posts/a-grumpy-ai-screed
36•ssutch3•1h ago•24 comments

DrDroid (YC W23) Is Hiring

https://www.ycombinator.com/companies/drdroid/jobs/w45QcNV-product-engineer-assignment-mandatory
1•TheBengaluruGuy•1h ago

Moonstone: Modern, cross-platform Lua runtime and package manager written in Zig

https://moonstone.sh/
8•ksymph•1h ago•1 comments

Learning a few things about running SQLite

https://jvns.ca/blog/2026/07/17/learning-about-running-sqlite/
172•surprisetalk•8h ago•41 comments

Kimi K3, and what we can still learn from the pelican benchmark

https://simonwillison.net/2026/Jul/16/kimi-k3/
279•droidjj•12h ago•148 comments

I Started a "Dirt Notebook"

https://pinewind.bearblog.dev/i-started-a-dirt-notebook/
14•herbertl•1h ago•7 comments

Static search trees: 40x faster than binary search (2024)

https://curiouscoding.nl/posts/static-search-tree/
54•lalitmaganti•6h ago•3 comments

Open Book Touch: open-source e-reader

https://www.crowdsupply.com/oddly-specific-objects/open-book-touch
67•surprisetalk•5h ago•15 comments

An Update on Igalia's Layer Based SVG Engine in WebKit (Reducing Layer Overhead)

https://blogs.igalia.com/nzimmermann/posts/2026-07-14-lbse-conditional-layers/
5•bkardell•3d ago•0 comments

Painting the sides of railroad rails white to reduce derailment

https://www.up.com/news/safety/Tracking-Rail-Heat-260608
49•zdw•6h ago•19 comments

Topcoat: The full full-stack framework for Rust

https://github.com/tokio-rs/topcoat
47•wertyk•5h ago•29 comments

TP-Link Kasa cameras leaked home GPS via unauthenticated UDP for 6 years

https://github.com/BadChemical/IoT-Vulnerability-Research-Public/blob/main/TP-Link_Kasa_EC71/Kasa...
29•BadChemical•4h ago•3 comments

Stenchill: 3D Printable Solder Paste Stencil Generator

https://www.stenchill.com/en/
8•radeeyate•1h ago•1 comments

Show HN: A zoomable timeline of 4M Wikipedia events

https://app.everything.diena.co/
64•lortex•7h ago•24 comments

Lego building instructions through time

https://www.lego.com/en-us/history/articles/d-lego-building-instructions-through-time
65•NaOH•8h ago•11 comments

The state of open source AI

https://stateofopensource.ai/
378•rellem•12h ago•277 comments

FAA lets Boeing sign off on 737 MAX, 787 airworthiness certificates again

https://www.cnbc.com/2026/07/17/faa-boeing-737-max-787.html
127•hmm37•5h ago•68 comments

Frank Lloyd Wright’s first home

https://www.architecturaldigest.com/story/frank-lloyd-wright-home-and-studio-everything-you-need-...
79•NaOH•5d ago•42 comments

Three ways people respond to a problem (other than solving it)

https://improvesomething.today/responses-to-problems/
201•surprisetalk•12h ago•115 comments

MoonBASIC: A modern BASIC for building 2D and 3D games

https://github.com/CharmingBlaze/moonbasic
55•klaussilveira•3d ago•18 comments

Texas wins court order to suspend domain name for violating age-verification law

https://www.texasattorneygeneral.gov/news/releases/attorney-general-ken-paxton-secures-landmark-l...
136•letmevoteplease•4h ago•169 comments

PSA about abuse of cat(1) command. Don't abuse cats

https://www.abuseofcats.com
12•scooterbooper•2h ago•20 comments

Show HN: Watch bots interact with an SSH honeypot in real time

https://honeypotlive.cc/
141•tusksm•12h ago•51 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.