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Internet Archive's Storage

https://blog.dshr.org/2026/01/internet-archives-storage.html
47•zdw•3d ago•7 comments

Unrolling the Codex agent loop

https://openai.com/index/unrolling-the-codex-agent-loop/
275•tosh•9h ago•135 comments

Proof of Corn

https://proofofcorn.com/
341•rocauc•12h ago•251 comments

Some C habits I employ for the modern day

https://www.unix.dog/~yosh/blog/c-habits-for-me.html
117•signa11•4d ago•36 comments

New YC homepage

https://www.ycombinator.com/
218•sarreph•12h ago•109 comments

Comma openpilot – Open source driver-assistance

https://comma.ai
217•JumpCrisscross•5h ago•118 comments

Losing 1½ Million Lines of Go

https://www.tbray.org/ongoing/When/202x/2026/01/14/Unicode-Properties
65•moks•4d ago•6 comments

Gas Town's agent patterns, design bottlenecks, and vibecoding at scale

https://maggieappleton.com/gastown
290•pavel_lishin•13h ago•311 comments

Banned C++ features in Chromium

https://chromium.googlesource.com/chromium/src/+/main/styleguide/c++/c++-features.md
135•szmarczak•9h ago•110 comments

Microsoft gave FBI set of BitLocker encryption keys to unlock suspects' laptops

https://techcrunch.com/2026/01/23/microsoft-gave-fbi-a-set-of-bitlocker-encryption-keys-to-unlock...
754•bookofjoe•12h ago•497 comments

Extracting verified C++ from the Rocq theorem prover at Bloomberg

https://bloomberg.github.io/crane/
11•clarus•3d ago•1 comments

SEC obtains final consent judgments against former FTX and Alameda executives

https://www.sec.gov/enforcement-litigation/litigation-releases/lr-26450
80•sizzle•3h ago•52 comments

Ask HN: What's the current best local/open speech-to-speech setup?

108•dsrtslnd23•19h ago•22 comments

Route leak incident on January 22, 2026

https://blog.cloudflare.com/route-leak-incident-january-22-2026/
135•nomaxx117•12h ago•37 comments

Mental Models (2018)

https://fs.blog/mental-models/
70•hahahacorn•9h ago•11 comments

Noora Health (YC W14) Is Hiring AI/ML Engineer

https://www.ycombinator.com/companies/noora-health/jobs/2B4RxLG-ai-ml-engineer
1•edithaelliott•5h ago

Booting from a vinyl record (2020)

https://boginjr.com/it/sw/dev/vinyl-boot/
294•yesturi•19h ago•108 comments

KORG phase8 – Acoustic Synthesizer

https://www.korg.com/us/products/dj/phase8/
215•bpierre•15h ago•95 comments

Air traffic control: the IBM 9020

https://computer.rip/2026-01-17-air-traffic-control-9020.html
16•pinewurst•5d ago•1 comments

Proton Spam and the AI Consent Problem

https://dbushell.com/2026/01/22/proton-spam/
493•dbushell•23h ago•350 comments

The tech monoculture is finally breaking

http://www.jasonwillems.com/technology/2025/12/17/Tech-Is-Fun-Again/
161•at1as•14h ago•209 comments

Wilson Lin on FastRender: a browser built by parallel agents

https://simonwillison.net/2026/Jan/23/fastrender/
39•lumpa•7h ago•9 comments

Show HN: Whosthere: A LAN discovery tool with a modern TUI, written in Go

https://github.com/ramonvermeulen/whosthere
224•rvermeulen98•18h ago•79 comments

Gold fever, cold, and the true adventures of Jack London in the wild

https://www.smithsonianmag.com/history/gold-fever-deadly-cold-and-amazing-true-adventures-jack-lo...
51•janandonly•5d ago•15 comments

Nobody likes lag: How to make low-latency dev sandboxes

https://www.compyle.ai/blog/nobody-likes-lag/
71•mnazzaro•12h ago•35 comments

Waypoint-1: Real-Time Interactive Video Diffusion from Overworld

https://huggingface.co/blog/waypoint-1
68•avaer•15h ago•17 comments

Floating-Point Printing and Parsing Can Be Simple and Fast

https://research.swtch.com/fp
104•chmaynard•4d ago•11 comments

Killing the ISP Appliance: An eBPF/XDP Approach to Distributed BNG

https://markgascoyne.co.uk/posts/ebpf-bng/
73•chaz6•12h ago•21 comments

Notes on the Intel 8086 processor's arithmetic-logic unit

https://www.righto.com/2026/01/notes-on-intel-8086-processors.html
90•elpocko•12h ago•11 comments

Show HN: Text-to-video model from scratch (2 brothers, 2 years, 2B params)

https://huggingface.co/collections/Linum-AI/linum-v2-2b-text-to-video
134•schopra909•1d ago•23 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.