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Protecting SSH Keys with macOS Secure Enclave

https://gatezh.com/posts/macos-secure-enclave-ssh-keys/
218•js2•6h ago•81 comments

Smart home devices should work without the internet

https://docodethatmatters.com/home-automation-overnight-success/
978•skittleson•19h ago•349 comments

Plane lifted into back garden as bunker takes shape

https://www.bbc.co.uk/news/articles/cqkgjv4pj023o
22•edward•1d ago•13 comments

.name Grandfathered

https://neil.fraser.name/news/2026/11/10/
859•p4bl0•18h ago•186 comments

Scion is back and is going to sell a kei truck in America

https://www.theautopian.com/scion-is-back-and-its-going-to-sell-a-freaking-kei-truck-in-america/
481•NaOH•15h ago•316 comments

Greg Kurtzer's Ginux is now a userspace kernel

https://github.com/gmkurtzer/ginux
77•d3Xt3r•5h ago•36 comments

A great old-timey game-programming hack (2013)

https://blog.moertel.com/posts/2013-12-14-great-old-timey-game-programming-hack.html
180•palsecam•9h ago•35 comments

Apple has new Mac app coming to make running local AI models easy

https://9to5mac.com/2026/11/10/apple-has-new-mac-app-coming-to-make-running-local-ai-models-easy/
275•linolevan•13h ago•231 comments

To deter bioterrorism, U.S. imposes new rules on ordering synthetic DNA

https://www.science.org/content/article/deter-bioterrorism-u-s-imposes-new-rules-ordering-synthet...
107•Metacelsus•8h ago•67 comments

Six Math Essentials

https://teorth.github.io/tao-web/six-math-essentials.html
258•digital55•14h ago•48 comments

Synaptics patent claims stop work on DisplayLink drivers

https://lwn.net/SubscriberLink/1102549/acbc92e00cee3a3f/
415•speckx•17h ago•232 comments

Starlink Mini 2

https://starlink.com/mini-2
428•robertjfclarke•16h ago•443 comments

Why Amstrad chose the 3" drives

https://www.cpcwiki.eu/forum/amstrad-cpc-hardware/why-amstrad-chose-the-3-drives/
49•Skyfall106•4d ago•11 comments

AlphaProof Code

https://deepmind.google/blog/introducing-alphaproof-code/
643•ilreb•23h ago•185 comments

Why I wrote the BEAM book (2025)

https://happihacking.com/blog/posts/2025/why_I_wrote_theBEAMBook/
102•zenincognito•1d ago•17 comments

A Compendium of Abandoned Greenhouses

https://www.messynessychic.com/2015/01/15/a-compendium-of-abandoned-greenhouses/
49•ohjeez•2d ago•3 comments

Val Town is winding down

https://blog.val.town/winding-down
388•tosh•17h ago•97 comments

Show HN: Get your coding agent off ~2019 JavaScript, onto modern web primitives

https://github.com/GoogleChrome/modern-web-guidance
377•paulirish•17h ago•118 comments

Show HN: Black Ops II statically recompiled to native ARM64 macOS

https://github.com/adrbn/bo2-mac
30•adrbn•6h ago•2 comments

Tracking Anthropic-discovered vulnerabilities

https://www.vulncheck.com/blog/anthropic-glasswing-november-update
407•panic•12h ago•193 comments

Claude Whiteboards, Claude Sheets, and Claude Data

https://claude.com/resources/articles/sheets-whiteboards-data
236•Yorothegoat•17h ago•170 comments

Hacking the Meta Ray-Ban smartglasses

https://p0pcycle.com/2026/11/06/hacking-the-meta-ray-ban-smartglasses/
121•moooooky•3d ago•41 comments

A ZIP-style Prolog VM for trilog

https://github.com/no382001/zipc
16•triska•1d ago•6 comments

AI usage generates a fragile codebase

https://evanxmerz.com/post/ai-usage-generates-a-fragile-codebase/
568•plun9•1d ago•536 comments

LLMs Play Zachtronics' TIS-100

https://tis-100.wincon.dev/
72•fairestvalue•10h ago•15 comments

$30M Raised to Redo the CPU

https://tendrils.co/blog/2026-11-10/30m-raised
108•shioyama•12h ago•111 comments

AMD's Zen 6 Family: Feeding the Beast

https://chipsandcheese.com/p/amds-zen-6-family-feeding-the-beast
243•pixelpoet•18h ago•98 comments

Process Explorer for macOS

https://github.com/microsoft/Procexp-Mac
211•ingve•1d ago•66 comments

"Jumping genes" helped ants evolve after the extinction of the dinosaurs

https://www.uni-muenster.de/news/view.php?cmdid=15659&utm_source=join1440&utm_medium=email&utm_pl...
13•gmays•2d ago•0 comments

Announcing .NET 11

https://devblogs.microsoft.com/dotnet/announcing-dotnet-11/
206•runesoerensen•19h ago•255 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.