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AI handles incidents, engineers lose touch with their systems

https://www.sylvainkalache.com/blog/ai-handles-incidents-engineers-lose-touch-with-their-systems
30•sylvainkalache•56m ago•10 comments

Actively exploited sandbox RCE in all Chromium versions

https://nvd.nist.gov/vuln/detail/cve-2026-85046
478•negura•10h ago•266 comments

Discovery of a new OpenAI agent message board

https://collusion.wiki/
1687•moultano•20h ago•1309 comments

Git hosting that never leaves Europe

https://pushin.eu
40•sevenseacat•2h ago•34 comments

Formalizing Fermat's Last Theorem

https://www.anthropic.com/research/formalizing-fermats-last-theorem
603•jlebar•14h ago•381 comments

Nitter has more working instances than before the takedowns

https://codeberg.org/mv12star/shitter/wiki/Instances
189•Cider9986•8h ago•64 comments

Statichost.eu – European static site hosting

https://www.statichost.eu/
268•p4bl0•12h ago•105 comments

GPT-6 Astra on OpenRouter

https://openrouter.ai/openai/gpt-6-astra
213•Topfi•11h ago•122 comments

GPT-6 Astra in code review: Gains, privacy, and cost

https://www.coderabbit.ai/blog/gpt-6-astra-code-review-evaluation
36•cebert•5h ago•19 comments

Can AI design circuit boards yet?

https://eebench.org/blog/can-ai-design-circuit-boards-yet/
251•iopapa•13h ago•151 comments

Shutting down our public encrypted DNS

https://mullvad.net/en/blog/shutting-down-our-public-encrypted-dns-servers-and-sponsoring-quad9-i...
336•mywacaday•13h ago•154 comments

Git Submodules as a Package Manager

https://nesbitt.io/2026/09/01/git-submodules-as-a-package-manager.html
55•ErenayDev•3d ago•6 comments

Things I Won't Work With: Straight Dimethyl Zinc

https://www.science.org/content/blog-post/things-i-won-t-work-straight-dimethyl-zinc
6•Bluestein•4d ago•0 comments

Artificial Analysis Intelligence Index v4.2

https://artificialanalysis.ai/articles/artificial-analysis-intelligence-index-v4-2
115•nojs•8h ago•39 comments

Portal by Spotify cut my Claude Code token usage by 90%

https://engineering.atspotify.com/2026/9/portal-by-spotify-cut-my-claude-code-token-usage-by-90
119•cebert•9h ago•56 comments

Pointing at the error: compiler-style diagnostics in uutils coreutils

https://uutils.org/blog/2026-08-error-diagnostics/
8•ingve•2d ago•1 comments

Can guitar frets perform multiplication?

https://www.charlespetzold.com/blog/2026/09/Can-Guitar-Frets-Perform-Multiplication.html
75•wibbily•10h ago•19 comments

Show HN: Open-Source eInk Bike Computer

https://opentrailpaper.com
282•stingrae•15h ago•102 comments

Ask HN: Resources to get good at soldering?

121•tosmatos•2d ago•74 comments

The Highest Point in the Netherlands

https://ipv6.hanazo.no/posts/anniversary-personal/
44•haasted•2d ago•32 comments

IBM Bob

https://bob.ibm.com/
265•artpar•19h ago•285 comments

An open DNS recursive service for free security and high privacy

https://quad9.net/
88•mooreds•12h ago•24 comments

RSA-260 Factorized

https://twitter.com/penlume/status/2095372672356212876
113•samyok•2d ago•59 comments

Fermat's Last Theorem in Lean 4

https://github.com/anthropics/fermats-last-theorem
104•aaraujo002•13h ago•20 comments

The Rust React Compiler is now native in Vite

https://blog.master.dev/react-now-rusted-all-the-way-out/
137•acusti•15h ago•31 comments

Record-High 89% in U.S. Say Government Corruption Widespread

https://news.gallup.com/poll/713933/record-high-say-government-corruption-widespread.aspx
405•karakoram•10h ago•308 comments

Decompiler Explorer

https://dogbolt.org
83•tripdout•3d ago•4 comments

Government Rails Site Hit Hours After CVE Patch

https://rietta.com/blog/ruby-on-rails-cve-exploited-hours-after-patch/
93•rietta•13h ago•28 comments

Show HN: TERMy – A fast terminal assistant that does not use LLMs

https://github.com/gioblu/NPC-Forge/blob/main/docs/development.md
127•gioscarab•23h ago•34 comments

Why are European countries moving their gold out of North America?

https://www.bbc.com/news/articles/cvgyn8q8gqxo
126•ranit•2h ago•175 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.