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'VPNs are lawful technical tools,' says EU Court in landmark copyright ruling

https://remysharp.com/links/2026-07-23-35890312
105•speckx•48m ago•41 comments

OpenJDK Interim Policy on Generative AI

https://openjdk.org/legal/ai
41•blenderob•1h ago•38 comments

RFC 8890 – The Internet is for End Users (2020)

https://mnot.net/blog/2020/for_the_users
18•notarobot123•44m ago•4 comments

Gpiozero Flow

https://bennuttall.com/blog/2026/07/gpiozero-flow/
88•benn_88•3h ago•26 comments

Why Is Everyone Trying to Build a Solid-State Battery?

https://www.construction-physics.com/p/why-is-everyone-trying-to-build-a
16•crescit_eundo•1h ago•7 comments

How Old Is Ann?

https://quuxplusone.github.io/blog/2026/07/29/how-old-is-ann/
18•ibobev•1h ago•8 comments

Ron Gilbert started production on Thimbleweed Park 2

https://www.grumpygamer.com/twp2_announce/
104•alberto-m•5h ago•35 comments

Launch HN: Prized (YC S26) – Let non-engineer staff build secure internal tools

https://prized.dev
4•marinoseliades•23m ago•0 comments

AI's top startups are barely publishing their research

https://www.science.org/content/article/ai-s-top-startups-are-barely-publishing-their-research
551•YeGoblynQueenne•16h ago•286 comments

Mbodi AI (YC P25) Is Hiring Robotics/Research Engineers

https://www.ycombinator.com/companies/mbodi-ai/jobs
1•chitianhao•1h ago

Agent-Manager: A Tmux TUI for Running Claude Code, Codex and OpenCode

https://github.com/YoanWai/agent-manager
54•yoanwaidev•4h ago•38 comments

Why Don't People Use Formal Methods?

https://www.hillelwayne.com/post/why-dont-people-use-formal-methods/
21•Thom2503•1h ago•11 comments

Carolina Cloud pays SOFR on unused prepaid credits

https://docs.carolinacloud.io/organizations/prepaid-interest/
46•bojangleslover•4h ago•29 comments

I made a game where you build a CPU from logic gates

https://select.supply/game/chipbuilder
19•laurentiurad•2h ago•9 comments

The coolest use for the Vision Pro

https://christianselig.com/2026/07/vision-pro-house/
759•robbiet480•17h ago•289 comments

What it means for an API to be RESTful

https://en.andros.dev/blog/9761fd2e/what-it-means-for-an-api-to-be-restful/
15•ibobev•1h ago•14 comments

3D Pinball for Windows (1995)

https://98.js.org/programs/pinball/space-cadet.html
13•mushstory•2h ago•2 comments

The Glass Famine

https://edconway.substack.com/p/the-glass-famine
53•baud147258•2d ago•17 comments

LLM Honeypot

https://llm2human.pages.dev/
335•8thom•15h ago•93 comments

The first watch featuring computer functions

https://by.seiko-design.com/140th/en/topic/58.html
51•stefanv•4d ago•24 comments

The Alice and Bob After Dinner Speech (1984)

https://hex.ooo/library/alicebob.html
3•kamma4434•3d ago•1 comments

GCC steering committee announces AI policy

https://lwn.net/Articles/1086041/
131•arto•2h ago•140 comments

The Productivity Mirage

https://frantic.im/mirage/
304•msephton•14h ago•132 comments

Azulejo

https://en.wikipedia.org/wiki/Azulejo
92•Amorymeltzer•1d ago•32 comments

Google will expand age checks on Android worldwide till the end of the year

https://android-developers.googleblog.com/2026/07/google-play-age-signals-api-safer-experiences.html
176•dmantis•3h ago•208 comments

Go LLM SDK for streaming, tool-calling AI backends (plus frontend React lib)

https://github.com/grafana/ai-sdk
16•matryer•1h ago•1 comments

ChatGPT, Roblox to Fall Under Strictest EU Rules for Platforms

https://www.bloomberg.com/news/articles/2026-07-29/chatgpt-roblox-to-fall-under-strictest-eu-rule...
39•ch_sm•2h ago•18 comments

Are We Stuck with Lean?

https://mathoverflow.net/questions/513742/are-we-stuck-with-lean
7•jjgreen•2h ago•1 comments

Anatomy of a Frontier Lab Agent Intrusion: A Timeline of the July 2026 Incident

https://huggingface.co/blog/agent-intrusion-technical-timeline
428•artninja1988•1d ago•233 comments

The Cold Email

https://zachholman.com/posts/cold-email
261•holman•16h ago•101 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.