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Global Glacier Extinction Explorer

https://glacierextinction.com
98•guillego•1h ago•32 comments

Godot and Rust based multiplexer (terminal panes and more)

https://github.com/godot-pty/gpty
42•1nv1n•1h ago•28 comments

I've operated petabyte-scale ClickHouse clusters for 5 years

https://www.tinybird.co/blog/what-i-learned-operating-clickhouse
89•adastral•3d ago•31 comments

Logo Programming Language

https://el.media.mit.edu/logo-foundation/what_is_logo/logo_programming.html
134•azhenley•2d ago•64 comments

118M Queries per Second on Neki

https://planetscale.com/blog/118-million-queries-per-second-on-neki
25•joshmgross•1h ago•18 comments

Copying login keychains between Macs fails on Secure Enclave Macs with Tahoe

https://derflounder.wordpress.com/2026/09/08/manually-copying-login-keychain-files-from-one-mac-t...
38•zdw•19h ago•23 comments

So you want to use OpenRouter?

https://mmoustafa.com/blog/so-you-want-to-use-openrouter/
542•player85•2d ago•144 comments

Zep AI (YC W24) Is Hiring a Head of Forward Deployed Engineering

https://www.getzep.com/careers/
1•roseway4•48m ago

OpenAI considers slowing advanced AI development, Sam Altman tells employees

https://www.bloomberg.com/news/articles/2026-09-11/openai-is-open-to-slowing-cutting-edge-ai-ceo-...
14•mfiguiere•16h ago•7 comments

Λ Snap – An inviting programming language for kids and adults for CS study

https://snap.berkeley.edu/
5•dr_kiszonka•12m ago•0 comments

Show HN: Hacker News, Without AI

https://www.unslop.news/
32•otherayden•1h ago•13 comments

RTK reports token savings, but our cost benchmarks disagree

https://quesma.com/blog/does-rtk-make-ai-coding-cheaper/
109•michalwarda•6h ago•56 comments

Measuring the sloppiness of code

https://earendil.com/posts/measuring-code-sloppiness/
134•doppp•4h ago•172 comments

HuggingFace: Security.txt

https://huggingface.co/security.txt
150•yarapavan•3h ago•37 comments

Kenyans Did College Students' Homework for Years. Then A.I. Arrived

https://www.nytimes.com/2026/09/05/technology/kenya-college-essays-ai.html
27•pseudolus•3d ago•9 comments

Stop making swap partitions—use swap files instead

https://gist.github.com/joshenders/c4960cec9c63a7b7d68ffa9543356c43
46•jenders•2d ago•64 comments

Claude is only available to people over 18 years

https://support.claude.com/en/articles/15171100-age-assurance-on-claude
368•Muhammad523•7h ago•436 comments

Show HN: Bodily Oddities

https://vester.si/bodily-oddities/
69•vesterde•21h ago•70 comments

Re-Engineering YouTube for the Living Room: Bringing "Chrobalt" to RDK

https://www.collabora.com/news-and-blog/news-and-events/re-engineering-youtube-for-the-living-roo...
28•losgehts•4h ago•11 comments

How the Chorleywood Bread Process transformed British bread

https://edconway.substack.com/p/the-little-holes-in-your-bread-are
53•baud147258•3d ago•64 comments

Triple H Writes Anniversary Story for Spider-Man #1000

https://cultaholic.com/posts/triple-h-writes-anniversary-story-for-amazing-spider-man-1000
7•mooreds•1h ago•1 comments

Cherenkov Radiation - traveling faster than light

http://www.iaea.org/newscenter/news/what-is-cherenkov-radiation
186•andsoitis•9h ago•86 comments

iPod Classic 6G in QEMU

https://www.reddit.com/r/emulation/s/VL4Au2HGxq
122•dmonterocrespo•3d ago•23 comments

Houthis 'take control' of key island in global shipping route

https://www.bbc.com/news/live/cmd683p01eljt
291•consumer451•4h ago•456 comments

Google will buy half the electricity from one of Finland's nuclear power plants

https://www.bbc.com/news/articles/c8r6y4me2g6o
222•lukaspetersson•17h ago•247 comments

New York thoracic surgeon: "For many patients 9/11 is not over"

https://www.statnews.com/2026/09/11/sept-11-25th-anniversary-ground-zero-exposure-cancer-moment-o...
73•EA-3167•3h ago•27 comments

Copper lined vest to help penguins with recovery

https://apnews.com/article/chile-el-nino-humboldt-penguins-vulnerable-injuries-rehabilitation-6e9...
16•ninju•3d ago•5 comments

Rune is now open source

https://rune.build/blog/rune-is-now-open-source
9•ernestrc•2h ago•1 comments

Show HN: Clawfight.ai MCP-driven agentic game play

https://clawfight.ai/agents.md
10•wesleyhales•3h ago•5 comments

RISC-V Emulator and Linux System from Scratch

https://github.com/WerWolv/riscv-emulator
46•Bluestein•3d ago•4 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.