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Among European Companies That Use a CDN, Nearly 9 in 10 Use Cloudflare

https://ciphercue.com/blog/european-cdn-concentration-cloudflare-nine-in-ten
159•adulion•2h ago•141 comments

Antiquated HTML Snippets and Artefacts

https://vale.rocks/posts/html-relics
48•patadune•1h ago•6 comments

Why getting your hands dirty is good for you

https://www.bbc.com/future/article/20260904-how-getting-your-hands-dirty-boosts-your-health-withi...
56•HatchedLake721•1h ago•28 comments

We built our house for LAN parties

https://lanparty.house/
184•fittingopposite•2d ago•89 comments

I've factored the RSA keys of a Certificate Authority from the 90s

https://mcpherrin.ca/2026/09/07/rsa.html
363•ahlCVA•10h ago•59 comments

There's a new "Google Jail" for independent wikis

https://weirdgloop.org/blog/google-jail
212•pizzaiolo•9h ago•75 comments

Mistral raises €3B

https://mistral.ai/news/mistral-makes-sovereign-open-weight-ai-to-frontier/
540•kuberwastaken•6h ago•374 comments

Multi-Agents LLM Financial Trading Framework

https://github.com/TauricResearch/TradingAgents
66•fittingopposite•6h ago•41 comments

TALA Is Open-Source

https://d2lang.com/blog/tala-is-open-source/
244•alixanderwang•12h ago•17 comments

How well do agents use test/verification techniques?

https://danluu.com/agentic-testing/
101•vinhnx•8h ago•29 comments

End-to-end infrastructure for training and inferencing open weight models

https://docs.appliedcompute.com
15•Bluestein•3d ago•0 comments

Arm Mali G2-Ultra NX GPU: desktop-class mobile gameplay with AI-native graphics

https://newsroom.arm.com/blog/arm-mali-g2-ultra-nx-ai-native-mobile-graphics
50•Re-Tails•7h ago•35 comments

Watch Los Angeles get built, one building at a time (1880–2026)

https://lax-skyline.parcelscope.net/
302•rustywasm•16h ago•149 comments

Leaving VMware just got harder after Broadcom pulled VDDK downloads

https://www.virtualizationhowto.com/2026/09/leaving-vmware-just-got-harder-after-broadcom-pulled-...
209•josephcsible•15h ago•100 comments

Robot writes in languages it has never seen before (2019)

https://www.wired.com/story/robot-writing/
6•euanming•2d ago•1 comments

Jellyfin 12.0

https://jellyfin.org/posts/jellyfin-release-12.0/
415•0xC0ncord•9h ago•176 comments

WeatherNext 3

https://deepmind.google/science/weathernext/
343•matthieu_bl•4d ago•85 comments

Scientists observe Einstein's gravity in the quantum world

https://www.ox.ac.uk/news/2026-08-28-scientists-observe-einsteins-gravity-in-the-quantum-world
230•mudil•3d ago•67 comments

The VMs Powering Mobile Agents (Instinct, Claude Code)

https://rohanadwankar.github.io/posts/platforms.html
38•RohanAdwankar•7h ago•7 comments

Understanding Computer Memory Architecture and SSD Internals

https://codingpirate.com/understanding-computer-memory-architecture-ac9320110787
46•Deeptiman•1d ago•3 comments

anystation: Calling any station A public board shaped like a tree. No account

https://anystation.net/
9•Bluestein•1d ago•14 comments

My Feed, My Way

https://www.pm.gov.au/media/my-feed-my-way
134•dotcoma•6h ago•108 comments

John Margolies' photographs of roadside America

https://publicdomainreview.org/collection/john-margolies-photographs-of-roadside-america/
89•duck•4d ago•25 comments

Trusting-Trust Attack against an Entire Linux Distribution

https://arxiv.org/abs/2607.24888
217•signa11•3d ago•47 comments

Extinct Tasmanian tiger's 'snap' unlike any living mammal's bite

https://www.cnn.com/2026/09/02/science/tasmanian-tiger-skull-bite-force
33•cisc•4d ago•7 comments

We have a year to fix security everywhere

https://jyn.dev/a-year-to-fix-security/
252•saikatsg•6h ago•240 comments

Emacs Bedrock 2.0

https://lambdaland.org/posts/2026-09-06-bedrock-v2/
129•ashton314•15h ago•28 comments

I tested 10 model/harness combinations on the same Three.js task

https://alvins82.github.io/hangar-harness-model-tests/
91•alvins82•7h ago•52 comments

Icy Moons Are Ocean Worlds

https://mceglowski.substack.com/p/icy-moons-are-ocean-worlds
190•worldvoyageur•1d ago•26 comments

Navier-Stokes – Tristan Buckmaster [pdf]

https://cims.nyu.edu/~tristanb/statement.pdf
307•procedurecall•5h ago•160 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.