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My favourite PowerMac is a Nintendo Wii

https://virtuallyfun.com/2026/10/29/my-favourite-powermac-is-a-nintendo-wii/
227•DHowett•7h ago•59 comments

Cloudflare Turnstile solver library (no headless browser required)

https://github.com/chris124567/cfsolve
41•costco•2d ago•11 comments

Backdoor in Claude Code for VS Code extension on the Cursor Marketplace

https://phorion.io/blog/offical-claude-code-vsx-compromise/
747•_chall•17h ago•469 comments

Show HN: To Honor Sir Patrick Stewart, Enjoy the TNG Episode Guessing Game

https://tng.episodle.com/
14•francisofascii•41m ago•4 comments

Northflank Breached

https://status.northflank.com
347•js4ever•9h ago•269 comments

Infinite Mac: BeOS

https://blog.persistent.info/2026/10/infinite-mac-beos.html
96•ecliptik•5h ago•30 comments

Jules Verne's Lost Novel

https://blue-continuum.com/verne-paris
70•dnetesn•4h ago•14 comments

Breaking the open web won't stop the bad bots

https://www.techpolicy.press/breaking-the-open-web-wont-stop-the-bad-bots/
177•raybb•3d ago•74 comments

Show HN: A working Nintendo in ~1GB of Qwen weights

https://github.com/dbreunig/nesformer
180•dbreunig•7h ago•108 comments

sanstun: A sans-IO, parallel-friendly WireGuard implementation in Rust

https://www.firezone.dev/blog/introducing-sanstun
47•wh33zle•3h ago•5 comments

The oldest ice disappears and the Stone Age emerges from it

https://www.sciencenorway.no/archaeology-climate-culture/the-oldest-ice-is-disappearing-the-stone...
77•dxs•4h ago•22 comments

Florilegium: Procedural Flowers in LaTeX

https://github.com/kevinraymond/florilegium
208•nanna•8h ago•35 comments

The federated code forge

https://tangled.org/blog/forge/
221•zlliang•8h ago•74 comments

Through Captain Jean-Luc Picard, Patrick Stewart taught us the measure of a man

https://www.bostonglobe.com/2026/10/29/metro/patrick-stewart-picard-star-trek-the-next-generation/
177•apress•4h ago•99 comments

Linode Security Incident

https://status.linode.com/incidents/nt58zhx3pmgm
126•lacoolj•2h ago•70 comments

Turning a solar power system into its own backup

https://arstechnica.com/science/2026/10/turning-a-solar-power-system-into-its-own-backup/
31•PaulHoule•1d ago•8 comments

Azure's Weakest Link – Five Full Cross-Tenant Compromises

https://www.binarysecurity.no/posts/2026/10/one-root-case
260•swq115•14h ago•49 comments

Wonderful Weather: Floods and Foreboding in 17th-Century Britain

https://publicdomainreview.org/essay/wonderful-weather/
4•Thevet•2d ago•0 comments

A Pickpocket's Guide to New York

https://www.newyorker.com/magazine/2026/11/02/a-pickpockets-guide-to-new-york
47•prismatic•5h ago•7 comments

AO3 Down for Maintenance

https://www.otwstatus.org
80•idlewords•3h ago•13 comments

Building an AI-native engineering org

https://twitter.com/sgondala2/status/2115832070274723875
102•sgondala_ycapp•1d ago•136 comments

Tree-mounted machines connect to web app to let users knock on wood remotely

https://www.designboom.com/technology/tree-mounted-machines-web-app-users-knock-on-wood-remotely/
58•surprisetalk•3d ago•26 comments

Anthropic to receive high 'junk' rating from credit agencies following IPO

https://techcrunch.com/2026/10/30/anthropic-expected-to-receive-high-junk-rating-from-credit-agen...
30•jnord•1h ago•14 comments

Cisco gives engineer unlimited AI tokens to rewrite legacy code

https://fortune.com/2026/10/30/cisco-president-jeetu-patel-gen-z-27-year-old-unlimited-ai-tokens-...
85•taubek•10h ago•95 comments

AI isn't replacing SREs, it's deskilling them

https://newsletter.signoz.io/p/ai-isnt-replacing-sres-its-deskilling
489•dorianniemiec•8h ago•361 comments

Sleep framework: A new way for LLMs to retain knowledge in continual learning

https://research.google/blog/the-sleep-framework-a-new-way-for-llms-to-retain-knowledge-in-contin...
155•acossta•2d ago•13 comments

Bunny CDN Security Incident

https://status.bunny.net/incidents/p6gf1by9kr7m
193•SondreDag•5h ago•39 comments

Show HN: Sketch Stadium – watch your agent play Pictionary

https://sketch.wakeshift.ai/games/q5ucru
20•ericlevine•9h ago•8 comments

How do you take a picture of a black hole?

https://www.quantamagazine.org/how-do-you-take-a-picture-of-a-black-hole-20261029/
77•dverlaeckt80•14h ago•59 comments

GitHub Incident with Actions, Pages, and Webhooks

https://www.githubstatus.com/incidents/pwxsjgnvrk6b
145•damontal•6h ago•61 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.