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Claude Cowork Exfiltrates Files

https://www.promptarmor.com/resources/claude-cowork-exfiltrates-files
485•takira•7h ago•212 comments

Furiosa: 3.5x efficiency over H100s

https://furiosa.ai/blog/introducing-rngd-server-efficient-ai-inference-at-data-center-scale
77•written-beyond•2h ago•39 comments

Scaling long-running autonomous coding

https://cursor.com/blog/scaling-agents
130•samwillis•4h ago•64 comments

Bubblewrap: A nimble way to prevent agents from accessing your .env files

https://patrickmccanna.net/a-better-way-to-limit-claude-code-and-other-coding-agents-access-to-se...
13•0o_MrPatrick_o0•1h ago•9 comments

Ask HN: Share your personal website

422•susam•10h ago•1340 comments

The State of OpenSSL for pyca/cryptography

https://cryptography.io/en/latest/statements/state-of-openssl/
82•SGran•5h ago•16 comments

Show HN: WebTiles – create a tiny 250x250 website with neighbors around you

https://webtiles.kicya.net/
128•dimden•5d ago•19 comments

Why some clothes shrink in the wash and how to unshrink them

https://www.swinburne.edu.au/news/2025/08/why-some-clothes-shrink-in-the-wash-and-how-to-unshrink...
455•OptionOfT•4d ago•244 comments

Generate QR Codes with Pure SQL in PostgreSQL

https://tanelpoder.com/posts/generate-qr-code-with-pure-sql-in-postgres/
52•tanelpoder•4d ago•2 comments

SparkFun Officially Dropping AdaFruit due to CoC Violation

https://www.sparkfun.com/official-response
402•yaleman•12h ago•400 comments

Sun Position Calculator

https://drajmarsh.bitbucket.io/earthsun.html
66•sanbor•5h ago•14 comments

ChromaDB Explorer

https://www.chroma-explorer.com/
33•arsentjev•4h ago•1 comments

Find a pub that needs you

https://www.ismypubfucked.com/
225•thinkingemote•11h ago•188 comments

How can I build a simple pulse generator to demonstrate transmission lines

https://electronics.stackexchange.com/questions/764155/how-can-i-build-a-simple-pulse-generator-t...
18•alphabetter•5d ago•4 comments

Roam 50GB is now Roam 100GB

https://starlink.com/support/article/58c9c8b7-474e-246f-7e3c-06db3221d34d
253•bahmboo•11h ago•299 comments

I hate GitHub Actions with passion

https://xlii.space/eng/i-hate-github-actions-with-passion/
433•xlii•16h ago•298 comments

Native ZFS VDEV for Object Storage (OpenZFS Summit)

https://www.zettalane.com/blog/openzfs-summit-2025-mayanas-objbacker.html
93•suprasam•8h ago•27 comments

Rubik's Cube in Prolog – Order

https://medium.com/@kenichisasagawa/i-am-preparing-material-for-a-prolog-book-af7580acfee7
22•myth_drannon•4d ago•6 comments

Show HN: Webctl – Browser automation for agents based on CLI instead of MCP

https://github.com/cosinusalpha/webctl
69•cosinusalpha•12h ago•21 comments

You Need a Kitchen Slide Rule

https://entropicthoughts.com/kitchen-slide-rule
3•aebtebeten•1d ago•2 comments

Ford F-150 Lightning outsold the Cybertruck and was then canceled for poor sales

https://electrek.co/2026/01/13/ford-f150-lightning-outsold-tesla-cybertruck-canceled-not-selling-...
476•MBCook•9h ago•659 comments

Crafting Interpreters

https://craftinginterpreters.com/
21•tosh•4h ago•5 comments

The hunt for a stolen Jackson Pollock

https://www.washingtonpost.com/entertainment/art/interactive/2026/jackson-pollock-theft-isaacs-fa...
21•prismatic•18h ago•3 comments

Media Player Classic Qute Theater

https://github.com/mpc-qt/mpc-qt
9•XzetaU8•3d ago•2 comments

Is Rust faster than C?

https://steveklabnik.com/writing/is-rust-faster-than-c/
232•vincentchau•4d ago•265 comments

GitHub should charge everyone $1 more per month to fund open source

https://blog.greg.technology/2025/11/27/github-should-charge-1-dollar-more-per-month.html
234•evakhoury•10h ago•220 comments

Anthropic Explicitly Blocking OpenCode

https://gist.github.com/R44VC0RP/bd391f6a23185c0fed6c6b5fb2bac50e
125•ryanvogel•3h ago•100 comments

Ski map artist James Niehues, the 'Monet of the mountains' (2021)

https://adventure.com/ski-map-artist-james-niehues/
130•gyomu•4d ago•17 comments

Ask HN: How do you safely give LLMs SSH/DB access?

63•nico•8h ago•88 comments

Every country should set 16 as the minimum age for social media accounts

https://www.afterbabel.com/p/why-every-country-should-set-16
166•paulpauper•7h ago•213 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•8mo ago

Comments

nmstoker•8mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•8mo 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•8mo 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•8mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•8mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•8mo 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•8mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•8mo 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•8mo 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•8mo 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.