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Bucketsquatting is (finally) dead

https://onecloudplease.com/blog/bucketsquatting-is-finally-dead
86•boyter•2h ago•36 comments

Willingness to look stupid

https://sharif.io/looking-stupid
368•Samin100•4d ago•124 comments

Source code of Swedish e-government services has been leaked

https://darkwebinformer.com/full-source-code-of-swedens-e-government-platform-leaked-from-comprom...
25•tavro•1h ago•12 comments

Executing programs inside transformers with exponentially faster inference

https://www.percepta.ai/blog/can-llms-be-computers
120•u1hcw9nx•1d ago•26 comments

Malus – Clean Room as a Service

https://malus.sh
1286•microflash•21h ago•470 comments

“This is not the computer for you”

https://samhenri.gold/blog/20260312-this-is-not-the-computer-for-you/
498•MBCook•9h ago•194 comments

Ceno, browse the web without internet access

https://ceno.app/en/index.html?
25•mohsen1•4h ago•6 comments

Prefix sums at gigabytes per second with ARM NEON

https://lemire.me/blog/2026/03/08/prefix-sums-at-tens-of-gigabytes-per-second-with-arm-neon/
46•mfiguiere•4d ago•3 comments

Vite 8.0 Is Out

https://vite.dev/blog/announcing-vite8
315•kothariji•6h ago•86 comments

ATMs didn’t kill bank teller jobs, but the iPhone did

https://davidoks.blog/p/why-the-atm-didnt-kill-bank-teller
425•colinprince•20h ago•449 comments

Bubble Sorted Amen Break

https://parametricavocado.itch.io/amen-sorting
342•eieio•17h ago•103 comments

Shall I implement it? No

https://gist.github.com/bretonium/291f4388e2de89a43b25c135b44e41f0
1301•breton•13h ago•476 comments

Enhancing gut-brain communication reversed cognitive decline in aging mice

https://med.stanford.edu/news/all-news/2026/03/gut-brain-cognitive-decline.html
314•mustaphah•18h ago•133 comments

An old photo of a large BBS (2022)

https://rachelbythebay.com/w/2022/01/26/swcbbs/
193•xbryanx•15h ago•134 comments

Understanding the Go Runtime: The Scheduler

https://internals-for-interns.com/posts/go-runtime-scheduler/
116•valyala•3d ago•15 comments

The Met releases high-def 3D scans of 140 famous art objects

https://www.openculture.com/2026/03/the-met-releases-high-definition-3d-scans-of-140-famous-art-o...
291•coloneltcb•19h ago•57 comments

IMG_0416 (2024)

https://ben-mini.com/2024/img-0416
97•TigerUniversity•3d ago•20 comments

Document poisoning in RAG systems: How attackers corrupt AI's sources

https://aminrj.com/posts/rag-document-poisoning/
122•aminerj•21h ago•49 comments

Okmain: How to pick an OK main colour of an image

https://dgroshev.com/blog/okmain/
11•dgroshev•3d ago•0 comments

US private credit defaults hit record 9.2% in 2025, Fitch says

https://www.marketscreener.com/news/us-private-credit-defaults-hit-record-9-2-in-2025-fitch-says-...
372•JumpCrisscross•22h ago•419 comments

Celebrating Interesting Flickr Technologies

https://medium.com/@brightcarvings/celebrating-flickr-technology-3c93c8ddecc2
41•steerpike•1d ago•9 comments

Grief and the AI split

https://blog.lmorchard.com/2026/03/11/grief-and-the-ai-split/
157•avernet•12h ago•240 comments

Worldwide Sidewalk Joy: Adding whimsy to neighborhoods

https://worldwidesidewalkjoy.com
22•NaOH•3d ago•3 comments

Never snooze a future

https://jacko.io/snooze.html
18•vinhnx•4d ago•5 comments

Bringing Chrome to ARM64 Linux Devices

https://blog.chromium.org/2026/03/bringing-chrome-to-arm64-linux-devices.html
111•ingve•14h ago•50 comments

Specimen Gallery – CC0 transparent specimen PNGs organized by taxonomy

https://specimen.gallery/
8•eclectic_mind05•3d ago•5 comments

I traced $2B in grants and 45 states' lobbying behind age‑verification bills

https://old.reddit.com/r/linux/comments/1rshc1f/i_traced_2_billion_in_nonprofit_grants_and_45/
12•shaicoleman•41m ago•0 comments

Big data on the cheapest MacBook

https://duckdb.org/2026/03/11/big-data-on-the-cheapest-macbook
358•bcye•23h ago•280 comments

WolfIP: Lightweight TCP/IP stack with no dynamic memory allocations

https://github.com/wolfssl/wolfip
134•789c789c789c•19h ago•24 comments

Runners who churn butter on their runs

https://www.runnersworld.com/news/a70683169/how-to-make-butter-while-running/
107•randycupertino•15h ago•63 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•10mo ago

Comments

nmstoker•10mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•10mo 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•10mo 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•10mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•10mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•10mo 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•10mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•10mo 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•10mo 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•10mo 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.