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The Book of PF, 4th edition

https://nostarch.com/book-of-pf-4th-edition
13•0x54MUR41•1h ago•1 comments

Mobile carriers can get your GPS location

https://an.dywa.ng/carrier-gnss.html
639•cbeuw•15h ago•389 comments

Sometimes Your Job Is to Stay the Hell Out of the Way

https://randsinrepose.com/archives/sometimes-your-job-is-to-stay-the-hell-out-of-the-way/
17•ohjeez•4d ago•4 comments

The history of C# and TypeScript with Anders Hejlsberg | GitHub

https://www.youtube.com/watch?v=uMqx8NNT4xY
46•doppp•4d ago•6 comments

List animals until failure

https://rose.systems/animalist/
137•l1n•7h ago•78 comments

In praise of –dry-run

https://henrikwarne.com/2026/01/31/in-praise-of-dry-run/
154•ingve•12h ago•88 comments

pg_tracing: Distributed Tracing for PostgreSQL

https://github.com/DataDog/pg_tracing
49•tanelpoder•3d ago•8 comments

Drawings of the elements of CMS detector, in the style of Leonardo da Vinci

https://cds.cern.ch/record/1157741/
17•nill0•3d ago•1 comments

Cells use 'bioelectricity' to coordinate and make group decisions

https://www.quantamagazine.org/cells-use-bioelectricity-to-coordinate-and-make-group-decisions-20...
56•marojejian•9h ago•16 comments

Generative AI and Wikipedia editing: What we learned in 2025

https://wikiedu.org/blog/2026/01/29/generative-ai-and-wikipedia-editing-what-we-learned-in-2025/
139•ColinWright•11h ago•57 comments

Opentrees.org (2024)

https://opentrees.org/#pos=1/-37.8/145
68•surprisetalk•4d ago•7 comments

Scientist who helped eradicate smallpox dies at age 89

https://www.scientificamerican.com/article/smallpox-eradication-champion-william-foege-dies-at-89/
210•CrossVR•3d ago•49 comments

Outsourcing thinking

https://erikjohannes.no/posts/20260130-outsourcing-thinking/index.html
137•todsacerdoti•11h ago•122 comments

EV-1 for Lease (1996)

https://www.loe.org/shows/shows.html?programID=96-P13-00047#feature4
24•1970-01-01•2d ago•4 comments

Data Processing Benchmark Featuring Rust, Go, Swift, Zig, Julia etc.

https://github.com/zupat/related_post_gen
94•behnamoh•12h ago•44 comments

Show HN: Moltbook – A social network for moltbots (clawdbots) to hang out

https://www.moltbook.com/
203•schlichtm•3d ago•826 comments

Sparse File LRU Cache

http://ternarysearch.blogspot.com/2026/01/sparse-file-lru-cache.html
25•paladin314159•8h ago•2 comments

Nvidia's 10-year effort to make the Shield TV the most updated Android device

https://arstechnica.com/gadgets/2026/01/inside-nvidias-10-year-effort-to-make-the-shield-tv-the-m...
148•qmr•17h ago•128 comments

Finland looks to introduce Australia-style ban on social media

https://yle.fi/a/74-20207494
602•Teever•15h ago•425 comments

When will CSS Grid Lanes arrive?

https://webkit.org/blog/17758/when-will-css-grid-lanes-arrive-how-long-until-we-can-use-it/
26•feross•9h ago•11 comments

Nintendo DS code editor and scriptable game engine

https://crl.io/ds-game-engine/
127•Antibabelic•14h ago•32 comments

Show HN: Minimal – Open-Source Community driven Hardened Container Images

https://github.com/rtvkiz/minimal
87•ritvikarya98•13h ago•26 comments

Demystifying ARM SME to Optimize General Matrix Multiplications

https://arxiv.org/abs/2512.21473
70•matt_d•12h ago•16 comments

Apple Platform Security (Jan 2026) [pdf]

https://help.apple.com/pdf/security/en_US/apple-platform-security-guide.pdf
165•pieterr•16h ago•119 comments

Nonograms: a practical guide with interactive examples

https://lab174.com/blog/202601-nonograms/
30•merelysounds•4d ago•6 comments

The Saddest Moment (2013) [pdf]

https://www.usenix.org/system/files/login-logout_1305_mickens.pdf
113•tosh•13h ago•23 comments

CPython Internals Explained

https://github.com/zpoint/CPython-Internals
195•yufiz•4d ago•45 comments

Swift is a more convenient Rust (2023)

https://nmn.sh/blog/2023-10-02-swift-is-the-more-convenient-rust
279•behnamoh•10h ago•259 comments

Wikipedia: Sandbox

https://en.wikipedia.org/wiki/Wikipedia:Sandbox
75•zaptrem•1d ago•26 comments

CollectWise (YC F24) Is Hiring

https://www.ycombinator.com/companies/collectwise/jobs/ZunnO6k-ai-agent-engineer
1•OBrien_1107•12h ago
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•8mo ago

Comments

nmstoker•8mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•8mo 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•8mo 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•8mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•8mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•8mo 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•8mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•8mo 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•8mo 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•8mo 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.