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Defeating a 40-year-old copy protection dongle

https://dmitrybrant.com/2026/02/01/defeating-a-40-year-old-copy-protection-dongle
536•zdw•12h ago•167 comments

Apple's MacBook Pro DFU port documentation is wrong

https://lapcatsoftware.com/articles/2026/2/1.html
96•zdw•6h ago•17 comments

My iPhone 16 Pro Max produces garbage output when running MLX LLMs

https://journal.rafaelcosta.me/my-thousand-dollar-iphone-cant-do-math/
286•rafaelcosta•13h ago•129 comments

Show HN: Wikipedia as a doomscrollable social media feed

https://xikipedia.org
187•rebane2001•9h ago•67 comments

Show HN: NanoClaw – “Clawdbot” in 500 lines of TS with Apple container isolation

https://github.com/gavrielc/nanoclaw
361•jimminyx•11h ago•127 comments

Ratchets in Software Development

https://qntm.org/ratchet
28•nvader•3d ago•2 comments

Actors: A Model of Concurrent Computation [pdf] (1985)

https://apps.dtic.mil/sti/tr/pdf/ADA157917.pdf
85•kioku•8h ago•30 comments

Attilio Berni plays the sub-contrabass saxophone [video]

https://www.youtube.com/watch?v=9BiW2mVKk0w
5•surprisetalk•3d ago•1 comments

Contracts in Nix

https://sraka.xyz/posts/contracts.html
54•todsacerdoti•1d ago•14 comments

Apple I Advertisement (1976)

http://apple1.chez.com/Apple1project/Gallery/Gallery.htm
234•janandonly•16h ago•128 comments

Adventure Game Studio: OSS software for creating adventure games

https://www.adventuregamestudio.co.uk/
320•doener•20h ago•67 comments

Treasures found on HS2 route stored in secret warehouse

https://www.bbc.com/news/articles/c93v21q5xdvo
61•breve•11h ago•31 comments

Ian's Shoelace Site

https://www.fieggen.com/shoelace/
159•righthand•15h ago•31 comments

Leaked Chats Expose the Daily Life of a Scam Compound's Enslaved Workforce

https://www.wired.com/story/the-red-bull-leaks/
108•smurda•4h ago•41 comments

Time Machine-style Backups with rsync (2018)

https://samuelhewitt.com/blog/2018-06-05-time-machine-style-backups-with-rsync
77•accrual•9h ago•35 comments

Building Your Own Efficient uint128 in C++

https://solidean.com/blog/2026/building-your-own-u128/
74•PaulHoule•13h ago•32 comments

Rev Up the Viral Factories

https://www.science.org/content/blog-post/rev-viral-factories
10•etiam•2d ago•0 comments

Two kinds of AI users are emerging

https://martinalderson.com/posts/two-kinds-of-ai-users-are-emerging/
186•martinald•10h ago•164 comments

Efficient String Compression for Modern Database Systems

https://cedardb.com/blog/string_compression/
119•jandrewrogers•2d ago•31 comments

Founding is a snowball

https://blog.bawolf.com/p/founding-is-a-snowball
76•bryantwolf•3d ago•26 comments

MicroPythonOS graphical operating system delivers Android-like user experience

https://www.cnx-software.com/2026/01/29/micropythonos-graphical-operating-system-delivers-android...
213•mikece•3d ago•75 comments

Netbird – Open Source Zero Trust Networking

https://netbird.io/
679•l1am0•1d ago•262 comments

FOSDEM 2026 – Open-Source Conference in Brussels – Day#1 Recap

https://gyptazy.com/blog/fosdem-2026-opensource-conference-brussels/
231•yannick2k•23h ago•152 comments

A Crisis comes to Wordle: Reusing old words

https://forkingmad.blog/wordle-crisis/
91•cyanbane•16h ago•100 comments

Towards a science of scaling agent systems: When and why agent systems work

https://research.google/blog/towards-a-science-of-scaling-agent-systems-when-and-why-agent-system...
81•gmays•15h ago•29 comments

Amiga Unix (Amix)

https://www.amigaunix.com/doku.php/home
126•donatj•22h ago•54 comments

Soldering Prototypes with Enamel Magnet Wire (2020)

https://tomverbeure.github.io/2020/02/22/In-The-Lab-Magnet-Wire-Soldering.html
21•hasheddan•2d ago•24 comments

Clearspace (YC W23) Is Hiring an Applied Researcher (ML)

https://www.ycombinator.com/companies/clearspace/jobs/GOWiDwp-research-engineer-at-clearspace
1•anteloper•15h ago

Building a Telegram Bot with Cloudflare Workers, Durable Objects and Grammy

https://flashblaze.xyz/posts/cloudflare-workers-durable-objects-telegram-bot/
18•flashblaze•6h ago•2 comments

Stop Using Pseudo-Types

https://f2r.github.io/en/stop-using-pseudo-types.html
11•speckx•4d ago•1 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.