frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Kimi K2.5 Technical Report [pdf]

https://github.com/MoonshotAI/Kimi-K2.5/blob/master/tech_report.pdf
56•vinhnx•3h ago•12 comments

The National Herbarium of Ireland digital collection of Irish plants

https://dri.ie/news/new-collection-in-dri-the-national-herbarium-of-ireland-digital-collection-of...
54•gnabgib•3d ago•6 comments

Moltbook

https://www.moltbook.com/
1042•teej•16h ago•512 comments

OpenClaw – Moltbot Renamed Again

https://openclaw.ai/blog/introducing-openclaw
524•ed•14h ago•266 comments

The engineer who invented the Mars rover suspension in his garage [video]

https://www.youtube.com/watch?v=QKSPk_0N4Jc
192•UltraSane•3d ago•30 comments

Ode to the AA Battery

https://www.jeffgeerling.com/blog/2026/ode-to-the-aa-battery/
105•Brajeshwar•6h ago•90 comments

Quack-Cluster: A Serverless Distributed SQL Query Engine with DuckDB and Ray

https://github.com/kristianaryanto/Quack-Cluster
49•tanelpoder•3d ago•10 comments

The Home Computer Hybrids

https://technicshistory.com/2026/01/25/the-home-computer-hybrids/
18•cfmcdonald•5d ago•5 comments

Buttered Crumpet, a custom typeface for Wallace and Gromit

https://jamieclarketype.com/case-study/wallace-and-gromit-font/
186•tobr•4h ago•38 comments

Implementing a tiny CPU rasterizer (2024)

https://lisyarus.github.io/blog/posts/implementing-a-tiny-cpu-rasterizer-part-1.html
82•PaulHoule•4d ago•12 comments

Joel Spolsky: Painless Software Schedules (2000)

https://www.joelonsoftware.com/2000/03/29/painless-software-schedules/
22•MonkeyClub•4d ago•10 comments

Self Driving Car Insurance

https://www.lemonade.com/car/explained/self-driving-car-insurance/
25•KellyCriterion•4h ago•58 comments

Show HN: Amla Sandbox – WASM bash shell sandbox for AI agents

https://github.com/amlalabs/amla-sandbox
92•souvik1997•5h ago•62 comments

Videogame stocks slide after Google's Project Genie AI model release

https://www.reuters.com/business/videogame-stocks-slide-googles-ai-model-that-turns-prompts-into-...
28•speckx•1h ago•28 comments

Emoji Design Convergence Review: 2018-2026

https://blog.emojipedia.org/emoji-design-convergence-review-2018-2026/
35•surprisetalk•3d ago•24 comments

How AI assistance impacts the formation of coding skills

https://www.anthropic.com/research/AI-assistance-coding-skills
334•vismit2000•14h ago•261 comments

Code is cheap. Show me the talk

https://nadh.in/blog/code-is-cheap/
101•ghostfoxgod•8h ago•94 comments

Mamdani to kill the NYC AI chatbot caught telling businesses to break the law

https://themarkup.org/artificial-intelligence/2026/01/30/mamdani-to-kill-the-nyc-ai-chatbot-we-ca...
54•jyunwai•2h ago•6 comments

HTTP Cats

https://http.cat/
51•surprisetalk•6h ago•11 comments

Vcad: Free BRep CAD in the Browser

https://vcad.io
34•ecto•3h ago•10 comments

Pangolin (YC S25) is hiring software engineers (open-source, Go, networking)

https://docs.pangolin.net/careers/join-us
1•miloschwartz•7h ago

Washington Post Raid Is a Frightening Reminder: Turn Off Your Phone's Biometrics

https://theintercept.com/2026/01/30/washington-post-hannah-natanson-fbi-biometrics-unlock-phone/
12•qingcharles•27m ago•1 comments

Wisconsin communities signed secrecy deals for billion-dollar data centers

https://www.wpr.org/news/4-wisconsin-communities-signed-secrecy-deals-billion-dollar-data-centers
282•sseagull•6h ago•315 comments

How AI Impacts Skill Formation

https://arxiv.org/abs/2601.20245
219•northfield27•12h ago•8 comments

Microsoft 365 now tracks you in real time?

https://ztechtalk.com/microsoft-teams
312•imalerba•2h ago•245 comments

Richard Feynman Side Hustles

https://twitter.com/carl_feynman/status/2016979540099420428
157•tzury•5h ago•50 comments

Netflix Animation Studios Joins the Blender Development Fund as Corporate Patron

https://www.blender.org/press/netflix-animation-studios-joins-the-blender-development-fund-as-cor...
401•vidyesh•13h ago•69 comments

GOG: Linux "the next major frontier" for gaming as it works on a native client

https://www.xda-developers.com/gog-calls-linux-the-next-major-frontier-for-gaming-as-it-works-on-...
562•franczesko•11h ago•309 comments

Grid: Free, local-first, browser-based 3D printing/CNC/laser slicer

https://grid.space/stem/
365•cyrusradfar•21h ago•121 comments

Track Your Routine – Open-source app for task management

https://github.com/MSF01/TYR
61•perrii•8h ago•35 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.