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How to Code Claude Code in 200 Lines of Code

https://www.mihaileric.com/The-Emperor-Has-No-Clothes/
318•nutellalover•5h ago•144 comments

Embassy: Modern embedded framework, using Rust and async

https://github.com/embassy-rs/embassy
86•birdculture•2h ago•26 comments

Sopro TTS: A 169M model with zero-shot voice cloning that runs on the CPU

https://github.com/samuel-vitorino/sopro
135•sammyyyyyyy•5h ago•61 comments

Bose has released API docs and opened the API for its EoL SoundTouch speakers

https://arstechnica.com/gadgets/2026/01/bose-open-sources-its-soundtouch-home-theater-smart-speak...
2092•rayrey•10h ago•316 comments

The Unreasonable Effectiveness of the Fourier Transform

https://joshuawise.com/resources/ofdm/
138•voxadam•6h ago•62 comments

Why I Left iNaturalist

https://kueda.net/blog/2026/01/06/why-i-left-inat/
4•erutuon•36m ago•0 comments

Richard D. James aka Aphex Twin speaks to Tatsuya Takahashi (2017)

https://web.archive.org/web/20180719052026/http://item.warp.net/interview/aphex-twin-speaks-to-ta...
73•lelandfe•4h ago•22 comments

The Jeff Dean Facts

https://github.com/LRitzdorf/TheJeffDeanFacts
395•ravenical•12h ago•143 comments

Google AI Studio is now sponsoring Tailwind CSS

https://twitter.com/OfficialLoganK/status/2009339263251566902
459•qwertyforce•6h ago•161 comments

AI coding assistants are getting worse?

https://spectrum.ieee.org/ai-coding-degrades
222•voxadam•10h ago•350 comments

Show HN: macOS menu bar app to track Claude usage in real time

https://github.com/richhickson/claudecodeusage
80•RichHickson•7h ago•31 comments

Show HN: A geofence-based social network app 6 years in development

https://www.localvideoapp.com
34•Adrian-ChatLocl•4h ago•15 comments

Ushikuvirus: Newly discovered virus may offer clues to the origin of eukaryotes

https://www.tus.ac.jp/en/mediarelations/archive/20251219_9539.html
68•rustoo•21h ago•13 comments

Pole of Inaccessibility

https://en.wikipedia.org/wiki/Pole_of_inaccessibility
27•benbreen•5d ago•8 comments

Fixing a Buffer Overflow in Unix v4 Like It's 1973

https://sigma-star.at/blog/2025/12/unix-v4-buffer-overflow/
80•vzaliva•7h ago•24 comments

Mux (YC W16) is hiring a platform engineer that cares about (internal) DX

https://www.mux.com/jobs
1•mmcclure•4h ago

Recent Optimizations in Python's Reference Counting

https://rushter.com/blog/python-refcount/
7•f311a•4d ago•3 comments

Making Magic Leap past Nvidia's secure bootchain and breaking Tesla Autopilots

https://fahrplan.events.ccc.de/congress/2025/fahrplan/event/making-the-magic-leap-past-nvidia-s-s...
29•rguiscard•1w ago•11 comments

Digital Red Queen: Adversarial Program Evolution in Core War with LLMs

https://sakana.ai/drq/
99•hardmaru•9h ago•10 comments

Lights and Shadows (2020)

https://ciechanow.ski/lights-and-shadows/
223•kg•6d ago•30 comments

Flint Confirms Biodegradable Paper Batteries Are Now in Production

https://audioxpress.com/news/flint-confirms-biodegradable-paper-batteries-are-now-in-production
16•rmason•3h ago•1 comments

Dell admits consumers don't care about AI PCs

https://www.pcgamer.com/hardware/dells-ces-2026-chat-was-the-most-pleasingly-un-ai-briefing-ive-h...
407•mossTechnician•1d ago•303 comments

PgX – Debug Postgres performance in the context of your application code

https://docs.base14.io/blog/introducing-pgx/
19•rshetty•1d ago•4 comments

Task-free intelligence testing of LLMs

https://www.marble.onl/posts/tapping/index.html
41•amarble•6h ago•10 comments

Learning to Play Tic-Tac-Toe with Jax

https://joe-antognini.github.io/ml/jax-tic-tac-toe
29•antognini•4d ago•4 comments

He was called a 'terrorist sympathizer.' Now his AI company is valued at $3B

https://sfstandard.com/2026/01/07/called-terrorist-sympathizer-now-ai-company-valued-3b/
80•newusertoday•7h ago•63 comments

I used Lego to design a farm for people who are blind – like me

https://www.bbc.co.uk/news/articles/c4g4zlyqnr0o
99•ColinWright•3d ago•40 comments

Support for the TSO memory model on Arm CPUs (2024)

https://lwn.net/Articles/970907/
21•weinzierl•4h ago•19 comments

IBM AI ('Bob') Downloads and Executes Malware

https://www.promptarmor.com/resources/ibm-ai-(-bob-)-downloads-and-executes-malware
231•takira•7h ago•108 comments

Intellectual Junkyards

https://www.forester-notes.org/QHXS/index.xml
41•ysangkok•3d ago•14 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.