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SQLite JSON at Full Index Speed Using Generated Columns

https://www.dbpro.app/blog/sqlite-json-virtual-columns-indexing
153•upmostly•4h ago•56 comments

4 billion if statements (2023)

https://andreasjhkarlsson.github.io//jekyll/update/2023/12/27/4-billion-if-statements.html
377•damethos•6d ago•115 comments

Microservices Should Form a Polytree

https://bytesauna.com/post/microservices
33•mapehe•4d ago•24 comments

Fedora: Open-source repository for long-term digital preservation

https://fedorarepository.org/
60•cernocky•4h ago•33 comments

From text to token: How tokenization pipelines work

https://www.paradedb.com/blog/when-tokenization-becomes-token
77•philippemnoel•1d ago•8 comments

Framework Raises DDR5 Memory Prices by 50% for DIY Laptops

https://www.phoronix.com/news/Framework-50p-DDR5-Memory
50•mikece•1h ago•23 comments

Show HN: tomcp.org – Turn any URL into an MCP server

https://github.com/Ami3466/tomcp
3•ami3466•16m ago•0 comments

The tiniest yet real telescope I've built

https://lucassifoni.info/blog/miniscope-tiny-telescope/
201•chantepierre•9h ago•51 comments

Epic celebrates "the end of the Apple Tax" after court win in iOS payments case

https://arstechnica.com/tech-policy/2025/12/epic-celebrates-the-end-of-the-apple-tax-after-appeal...
52•nobody9999•1h ago•24 comments

GPT-5.2

https://openai.com/index/introducing-gpt-5-2/
1125•atgctg•23h ago•986 comments

Async DNS

https://flak.tedunangst.com/post/async-dns
3•todsacerdoti•33m ago•0 comments

Show HN: Tripwire: A new anti evil maid defense

https://github.com/fr33-sh/Tripwire
48•DoctorFreeman•1d ago•30 comments

BpfJailer: eBPF Mandatory Access Control [pdf]

https://lpc.events/event/19/contributions/2159/attachments/1833/3929/BpfJailer%20LPC%202025.pdf
26•voxadam•3h ago•3 comments

Koralm Railway

https://infrastruktur.oebb.at/en/projects-for-austria/railway-lines/southern-line-vienna-villach/...
269•fzeindl•6h ago•152 comments

Nokia N900 Necromancy

https://yaky.dev/2025-12-11-nokia-n900-necromancy/
422•yaky•17h ago•164 comments

Google de-indexed Bear Blog and I don't know why

https://journal.james-zhan.com/google-de-indexed-my-entire-bear-blog-and-i-dont-know-why/
331•nafnlj•16h ago•140 comments

Berlin Approves New Expansion of Police Surveillance Powers

https://reclaimthenet.org/berlin-approves-new-expansion-of-police-surveillance-powers
63•robtherobber•1h ago•31 comments

Guarding My Git Forge Against AI Scrapers

https://vulpinecitrus.info/blog/guarding-git-forge-ai-scrapers/
110•todsacerdoti•9h ago•73 comments

The Tor Project is switching to Rust

https://itsfoss.com/news/tor-rust-rewrite-progress/
245•giuliomagnifico•4h ago•164 comments

CM0 – a new Raspberry Pi you can't buy

https://www.jeffgeerling.com/blog/2025/cm0-new-raspberry-pi-you-cant-buy
15•speckx•2h ago•1 comments

Octo: A Chip8 IDE

https://github.com/JohnEarnest/Octo
53•tosh•6d ago•6 comments

Training LLMs for Honesty via Confessions

https://arxiv.org/abs/2512.08093
35•arabello•6h ago•22 comments

CRISPR fungus: Protein-packed, sustainable, and tastes like meat

https://www.isaaa.org/kc/cropbiotechupdate/article/default.asp?ID=21607
255•rguiscard•16h ago•183 comments

He set out to walk around the world. After 27 years, his quest is nearly over

https://www.washingtonpost.com/lifestyle/2025/12/05/karl-bushby-walk-around-world/
193•wallflower•5d ago•159 comments

Senator endorses discredited book that claims chemical treats autism, cancer

https://www.propublica.org/article/ron-johnson-wisconsin-chlorine-dioxide-pierre-kory-endorsement
24•duxup•49m ago•5 comments

Rivian Unveils Custom Silicon, R2 Lidar Roadmap, and Universal Hands Free

https://riviantrackr.com/news/rivian-unveils-custom-silicon-r2-lidar-roadmap-universal-hands-free...
362•doctoboggan•23h ago•515 comments

Show HN: Autofix Bot – Hybrid static analysis and AI code review agent

25•sanketsaurav•20h ago•7 comments

Denial of service and source code exposure in React Server Components

https://react.dev/blog/2025/12/11/denial-of-service-and-source-code-exposure-in-react-server-comp...
323•sangeeth96•20h ago•203 comments

Oracle made a $300B bet on OpenAI. It's paying the price

https://finance.yahoo.com/news/oracle-made-a-300-billion-bet-on-openai-its-paying-the-price-20544...
6•pera•25m ago•1 comments

Japan law opening phone app stores to go into effect dec.18th

https://www3.nhk.or.jp/nhkworld/en/news/20251210_B1/
7•shlip•27m ago•2 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•7mo ago

Comments

nmstoker•7mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•7mo 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•7mo 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•7mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•7mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•7mo 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•7mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•7mo 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•7mo 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•7mo 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.