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God Sleeps in the Minerals

https://wchambliss.wordpress.com/2026/03/03/god-sleeps-in-the-minerals/
230•speckx•3h ago•58 comments

Open Source Isn't Dead. Cal.com Just Learned the Wrong Lesson

https://www.strix.ai/blog/cal-com-is-closing-its-code-due-to-ai-threats
50•bearsyankees•51m ago•21 comments

Want to Write a Compiler? Just Read These Two Papers (2008)

https://prog21.dadgum.com/30.html
331•downbad_•6h ago•99 comments

Good Sleep, Good Learning (2012)

https://super-memory.com/articles/sleep.htm
240•downbad_•7h ago•117 comments

Your Backpack Got Worse on Purpose

https://www.worseonpurpose.com/p/your-backpack-got-worse-on-purpose
236•113•5h ago•203 comments

The Future of Everything Is Lies, I Guess: New Jobs

https://aphyr.com/posts/419-the-future-of-everything-is-lies-i-guess-new-jobs
147•aphyr•3h ago•88 comments

Gemini Robotics-ER 1.6

https://deepmind.google/blog/gemini-robotics-er-1-6/
102•markerbrod•2h ago•24 comments

Costasiella kuroshimae – Solar Powered animals, that do indirect photosynthesis

https://en.wikipedia.org/wiki/Costasiella_kuroshimae
102•vinnyglennon•3d ago•42 comments

Do you even need a database?

https://www.dbpro.app/blog/do-you-even-need-a-database
56•upmostly•4h ago•92 comments

Wacli – WhatsApp CLI

https://github.com/steipete/wacli
185•dinakars777•9h ago•127 comments

Fixing a 20-year-old bug in Enlightenment E16

https://iczelia.net/posts/e16-20-year-old-bug/
223•snoofydude•11h ago•120 comments

Metro stop is Ancient Rome's new attraction

https://www.bbc.com/travel/article/20260408-a-150-metro-ticket-to-ancient-rome
76•Stevvo•5d ago•16 comments

How do Wake-On-LAN works

https://blog.xaner.dev/post/wake-on-lan/
4•swq115•4d ago•0 comments

We ran Doom on a 40 year old printer controller (Agfa Compugraphic 9000PS) [video]

https://www.youtube.com/watch?v=cltnlks2-uU
30•zdw•3d ago•6 comments

Proliferate (YC S25) Is Hiring Founding Engineers

https://www.ycombinator.com/companies/proliferate/jobs/L3copvK-founding-engineer
1•pablo24602•4h ago

Forcing an Inversion of Control on the SaaS Stack

https://www.100x.bot/a/client-side-injection-inversion-of-control-saas
11•shardullavekar•4d ago•9 comments

Show HN: Every CEO and CFO change at US public companies, live from SEC

https://tracksuccession.com/explore
121•porsche959•3h ago•52 comments

Google Gemma 4 Runs Natively on iPhone with Full Offline AI Inference

https://www.gizmoweek.com/gemma-4-runs-iphone/
205•takumi123•11h ago•132 comments

Pretty Fish: A better mermaid diagram editor

https://pretty.fish/
64•pastelsky•5d ago•14 comments

Anna's Archive loses $322M Spotify piracy case without a fight

https://torrentfreak.com/annas-archive-loses-322-million-spotify-piracy-case-without-a-fight/
90•askl•8h ago•84 comments

Academic fraud may be the symptom of a more systemic problem

https://www.voxweb.nl/en/academic-fraud-may-be-the-symptom-of-a-much-more-systemic-problem
35•the-mitr•5h ago•32 comments

Elevated errors on Claude.ai, API, Claude Code

https://claudestatus.com/
189•redm•1h ago•163 comments

US v. Heppner (S.D.N.Y. 2026) no attorney-client privilege for AI chats [pdf]

https://fingfx.thomsonreuters.com/gfx/legaldocs/xmvjyjekkpr/Rakoff%20-%20order%20-%20AI.pdf
62•1vuio0pswjnm7•2h ago•40 comments

AI ruling prompts warnings from US lawyers: Your chats could be used against you

https://www.reuters.com/legal/government/ai-ruling-prompts-warnings-us-lawyers-your-chats-could-b...
77•alephnerd•3h ago•43 comments

Study: Back-to-basics approach can match or outperform AI in language analysis

https://www.manchester.ac.uk/about/news/back-to-basics-approach-can-match-or-outperform-ai/
15•giuliomagnifico•4h ago•7 comments

H.R.8250 – To require operating system providers to verify the age of any user

https://www.congress.gov/bill/119th-congress/house-bill/8250/all-info
156•cft•18h ago•94 comments

Dependency cooldowns turn you into a free-rider

https://calpaterson.com/deps.html
165•pabs3•14h ago•111 comments

New Modern Greek

https://redas.dev/NewModernGreek/
7•holoflash•2d ago•9 comments

MIT Radiation Laboratory

https://www.ll.mit.edu/about/history/mit-radiation-laboratory
34•stmw•3d ago•8 comments

My adventure in designing API keys

https://vjay15.github.io/blog/apikeys/
96•vjay15•3d ago•70 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•11mo ago

Comments

nmstoker•11mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•11mo 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•11mo 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•11mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•11mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•11mo 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•11mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•11mo 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•11mo 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•11mo 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.