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Claude is just Mr. Meeseeks

https://github.com/thephw/claude-meseeks
110•patrickwiseman•2h ago•47 comments

Building and shipping Mac and iOS apps without ever opening Xcode

https://scottwillsey.com/building-and-shipping-mac-and-ios-apps-without-ever-opening-xcode/
266•speckx•6h ago•121 comments

Apple's new SpeechAnalyzer API, benchmarked against Whisper and its predecessor

https://get-inscribe.com/blog/apple-speech-api-benchmark.html
428•get-inscribe•8h ago•177 comments

An Englishwoman who sketched India before photography took hold

https://www.bbc.com/news/articles/cm2drrv6q54o
27•1659447091•1h ago•2 comments

What are Forward Deployed Engineers, and why are they so in demand? (2025)

https://newsletter.pragmaticengineer.com/p/forward-deployed-engineers
12•saisrirampur•57m ago•8 comments

N+1

https://www.woman-of-letters.com/p/n1
12•Caiero•4d ago•2 comments

The art and engineering of Sega CD Silpheed

https://fabiensanglard.net/silpheed/index.html
211•ibobev•9h ago•41 comments

Linux on the Sega 32X. Who needs hardware synchronization primitives anyway?

https://cakehonolulu.github.io/linux-on-32x/
94•cakehonolulu•6h ago•21 comments

Show HN: YouTube Guitar Tab Parser

https://github.com/marcelpanse/youtube-guitar-tab-parser
60•neogenix•4h ago•41 comments

The infinite scroll may become endangered if controversial Calif. law passes

https://www.sfgate.com/politics/article/meta-social-media-teenagers-22337724.php
60•Stratoscope•5h ago•92 comments

Mawlynnong, India, transformed by tourism, bans visitors on Sundays

https://www.bbc.com/travel/article/20260625-why-asias-cleanest-village-bans-tourists-on-sundays
56•gmays•2h ago•35 comments

Telegram's t.me domain has been suspended

https://www.whois.com/whois/t.me
235•Tiberium•4h ago•172 comments

SalesPatriot (YC W25) Is Hiring Full Stack Engineers (SF)

https://jobs.ashbyhq.com/SalesPatriot/df223727-5781-433e-bc75-2aa5bf8dc8d7
1•maciejSz•3h ago

TFTP Honey Pot Results

https://bruceediger.com/posts/tftp-honeypot-results/
50•speckx•5h ago•23 comments

Samsung Health app threatens data deletion if users opt out AI training

https://neow.in/cWsyMTV3
237•bundie•4h ago•65 comments

Show HN: Jacquard, a programming language for AI-written, human-reviewed code

https://github.com/jbwinters/jacquard-lang
40•jbwinters•8h ago•14 comments

Climate.gov was destroyed. Open data saved it

https://werd.io/climate-gov-was-destroyed-open-data-saved-it/
401•benwerd•4h ago•157 comments

Show HN: Hackney – Compare Uber, Lyft, Waymo, and Robotaxi Prices

https://hackney.app/
10•griffinli•9h ago•11 comments

Show HN: I implemented a neural network in SQL

https://github.com/xqlsystems/xarray-sql/blob/claude/xarray-sql-mnist-demo/benchmarks/nn.py
50•alxmrs•4h ago•12 comments

Ancient Roman Board Game

https://ludus-coriovalli.web.app/
85•nobody9999•4d ago•37 comments

A voxel Tokyo in real Japan time – ride the Yamanote line and study Japanese

https://jivx.com/densha
335•momentmaker•13h ago•67 comments

Collaboration Networks in Brazilian Computer Science

https://blog.ptidej.net/collaboration-networks-in-brazilian-computer-science/
9•aliiiimaher•3d ago•1 comments

A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI

https://arxiv.org/abs/2607.01418
14•softwaredoug•2h ago•6 comments

The Origins of Heikki's Garden of Flowers

https://garden-of-flowers.heikkilotvonen.com/?essay
25•panic•2d ago•2 comments

Show HN: Nobie – an Excel-compatible runtime for agents and humans

https://nobie.com
73•matthewgapp•6h ago•36 comments

The 4-Bitter Lesson: Balancing Stability and Performance in NVFP4 RL

https://humansand.ai/blog/nvfp4-rl
22•Areibman•3d ago•3 comments

Show HN: BillAI Bass, an AI-Powered Big Mouth Billy Bass Using Strands Agents

https://github.com/morganwilliscloud/billai-bass
53•mtw14•6h ago•25 comments

Show HN: Sx 2.0 – Share AI skills with your team through a Dropbox folder

https://sleuth-io.github.io/sx/2026/07/10/your-dropbox-is-now-a-skill-server.html
4•detkin•1h ago•0 comments

Show HN: Sigwire – a live TUI switchboard for every signal on your Linux box

https://github.com/yeet-src/sigwire
26•zasc•4h ago•10 comments

Show HN: ContextVault – Shared memory layer for your AI and your team

https://www.contextvault.dev/
5•Repeater22746•1h ago•0 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.