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We're going to need default hard budget caps on pretty much everything

https://simonwillison.net/2026/Oct/3/default-hard-budget-caps/
230•elffjs•2h ago•125 comments

Bob Cringely Has Died

168•paveworld•2h ago•28 comments

Treachery in the Rodin Museum 3D scan verdict

https://cosmowenman.substack.com/p/rodin-museum-3d-scan-verdict
99•CosmoWenman•9h ago•52 comments

Hole Punch: Sling your spaceship around gravitational fields

https://notoriousbfg.com/hole-punch/
246•trwhite•9h ago•62 comments

The work by Valve's Timur Kristóf on improving old AMD GPUs on Linux

https://www.phoronix.com/news/XDC-2026-Valve-Timur-AMDGPU
164•speckx•7h ago•21 comments

Reasons I didn't become an EMT, ranked

https://ben.stolovitz.com/posts/reasons-not-emt-ranked/
112•citelao•6h ago•55 comments

So You Think You Could Be an Electrician?

https://asteriskmag.com/issues/15/so-you-think-you-could-be-an-electrician
32•zdw•3d ago•16 comments

Celebrating the 100th birthday of the kidney donated to him as a teenager

https://www.whec.com/top-news/webster-man-celebrating-the-100th-birthday-of-the-kidney-his-mom-do...
153•gscott•2d ago•40 comments

Kolibri: A Sovereign Open-Weight Model

https://aleph-alpha.com/en/blog/kolibri-has-landed-a-sovereign-open-weight-model/
533•bastitx•17h ago•304 comments

OpenAI safety leader quits, warning AI company's culture is 'broken'

https://www.theguardian.com/technology/2026/oct/03/openai-safety-leader-quits-warning-ai-companys...
206•jethronethro•4h ago•161 comments

Math's pedagogical curse – Grant Sanderson [video]

https://www.youtube.com/watch?v=UOuxo6SA8Uc
15•bobajeff•1d ago•6 comments

Getting the most out of Opus 5.5 in Claude and Claude Code

https://claude.dev/blog/getting-the-most-out-of-opus-5-5/
177•saikatsg•8h ago•126 comments

Your body of work thinks back at you

https://photoni.st/index.php/2026/09/25/your-body-of-work-thinks-back-at-you/
25•surprisetalk•3d ago•1 comments

Show HN: Thoreau BASIC – What if BASIC hadn't gone out of fashion?

https://thoreaubasic.com/
37•Gorsefound•19h ago•13 comments

FTL: A new operating system for clouds

https://ftl-os.org/
152•romac•12h ago•61 comments

New York City should carefully measure a new tree

https://blog.willmeye.rs/new-york-city-should-carefully-measure-a-new-tree/
53•willmeyers•1d ago•10 comments

Agents don't need memory, they need documentation

https://liao.gg/blog/agents-dont-need-memory
69•kmeh•10h ago•52 comments

Three AI agents, two countries, and one uneven world wide web

https://royapakzad.substack.com/p/multilingual-ai-agents
9•effects•1d ago•0 comments

Surely you have ultra-wideband radios on your bins too?

https://sjg.io/writing/binrange-have-you-actually-put-the-bins-out/
48•simonjgreen•6h ago•25 comments

Show HN: Pi pod – Run your pi coding agent in sandboxes on your own server

https://pipod.dev/
80•edverma2•1d ago•30 comments

Federal judge calls Flock 'indiscriminate mass surveillance'

https://techcrunch.com/2026/10/03/federal-judge-calls-flock-indiscriminate-mass-surveillance/
339•sbulaev•5h ago•208 comments

Docker has always used microVMs (well since 2016)

https://dave.recoil.org/docker-has-always-used-microvms/
24•avsm•11h ago•18 comments

Woking Electrical Control Room (2016)

http://www.darbiansphotography.com/woking-electrical-control-room-urbex
126•NaOH•1d ago•25 comments

RSS Feed Best Practices (2022)

https://kevincox.ca/2022/05/06/rss-feed-best-practices/
41•KomoD•8h ago•8 comments

RetailReady (YC W24) Is Hiring

https://www.ycombinator.com/companies/retailready/jobs/bFcgIe4-implementations
1•sarah74•10h ago

Memory-Safe WebP Decoding

https://halide.cx/blog/wpd/
43•computerbuster•21h ago•14 comments

Apple's "Clean Design" Is Stupidity When It Comes to Hiding Fire Extinguishers

https://www.gadgetreview.com/apples-clean-design-is-stupidity-when-it-comes-to-hiding-fire-exting...
62•josephcsible•3h ago•23 comments

We want you to build the next Git platform on Cloudflare

https://blog.cloudflare.com/next-git-platform-on-cloudflare/
104•geoffbp•7h ago•96 comments

How to hack time, with C2PA

https://www.da.vidbuchanan.co.uk/blog/hacking-time.html
25•Retr0id•8h ago•3 comments

C++ Insights – See your source code with the eyes of a Compiler

https://github.com/andreasfertig/cppinsights
142•rramadass•2d ago•28 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.