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ASCII characters are not pixels: a deep dive into ASCII rendering

https://alexharri.com/blog/ascii-rendering
144•alexharri•2h ago•17 comments

The Dilbert Afterlife

https://www.astralcodexten.com/p/the-dilbert-afterlife
68•rendall•23h ago•26 comments

ClickHouse acquires Langfuse

https://langfuse.com/blog/joining-clickhouse
101•tin7in•4h ago•25 comments

The 600-year-old origins of the word 'hello'

https://www.bbc.com/culture/article/20260113-hello-hiya-aloha-what-our-greetings-reveal
19•1659447091•1h ago•5 comments

Map To Poster – Create Art of your favourite city

https://github.com/originalankur/maptoposter
58•originalankur•3h ago•24 comments

Architecture for Disposable Systems

https://tuananh.net/2026/01/15/architecture-for-disposable-systems/
19•tuananh•2h ago•4 comments

Finding and Fixing a 50k Goroutine Leak That Nearly Killed Production

https://skoredin.pro/blog/golang/goroutine-leak-debugging
18•ibobev•5d ago•7 comments

US electricity demand surged in 2025 – solar handled 61% of it

https://electrek.co/2026/01/16/us-electricity-demand-surged-in-2025-solar-handled-61-percent/
93•doener•2h ago•50 comments

Show HN: Streaming gigabyte medical images from S3 without downloading them

https://github.com/PABannier/WSIStreamer
57•el_pa_b•4h ago•9 comments

East Germany balloon escape

https://en.wikipedia.org/wiki/East_Germany_balloon_escape
563•robertvc•20h ago•222 comments

After 25 years, Wikipedia has proved that news doesn't need to look like news

https://www.niemanlab.org/2026/01/after-25-years-wikipedia-has-proved-that-news-doesnt-need-to-lo...
106•giuliomagnifico•2h ago•86 comments

Cloudflare acquires Astro

https://astro.build/blog/joining-cloudflare/
858•todotask2•23h ago•367 comments

Fitdrop: Personal exploration of fashion from 1980 to 2025

https://fitdrop.cc/
9•num42•1h ago•0 comments

The 'untouchable hacker god' behind Finland's biggest ever crime

https://www.theguardian.com/technology/2026/jan/17/vastaamo-hack-finland-therapy-notes
52•c420•5h ago•44 comments

Lies, Damned Lies and Proofs: Formal Methods Are Not Slopless

https://www.lesswrong.com/posts/rhAPh3YzhPoBNpgHg/lies-damned-lies-and-proofs-formal-methods-are-...
49•OgsyedIE•3d ago•23 comments

High-Level Is the Goal

https://bvisness.me/high-level/
175•tobr•2d ago•80 comments

Cursor's latest “browser experiment” implied success without evidence

https://embedding-shapes.github.io/cursor-implied-success-without-evidence/
594•embedding-shape•22h ago•260 comments

FLUX.2 [Klein]: Towards Interactive Visual Intelligence

https://bfl.ai/blog/flux2-klein-towards-interactive-visual-intelligence
171•GaggiX•13h ago•49 comments

6-Day and IP Address Certificates Are Generally Available

https://letsencrypt.org/2026/01/15/6day-and-ip-general-availability
430•jaas•21h ago•242 comments

PCs refuse to shut down after Microsoft patch

https://www.theregister.com/2026/01/16/patch_tuesday_secure_launch_bug_no_shutdown/
48•smurda•2h ago•64 comments

LLM Structured Outputs Handbook

https://nanonets.com/cookbooks/structured-llm-outputs
288•vitaelabitur•1d ago•47 comments

AV1 Image File Format Specification Gets an Upgrade with AVIF v1.2.0

https://aomedia.org/blog%20posts/AV1-Image-File-Format-Specification-Gets-an-Upgrade-with-AVIF/
19•breve•2h ago•0 comments

Drone Hacking Part 1: Dumping Firmware and Bruteforcing ECC

https://neodyme.io/en/blog/drone_hacking_part_1/
91•tripdout•10h ago•11 comments

Releasing rainbow tables to accelerate Net-NTLMv1 protocol deprecation

https://cloud.google.com/blog/topics/threat-intelligence/net-ntlmv1-deprecation-rainbow-tables
128•linolevan•15h ago•73 comments

Post-PARA: What survived 4 years of real use

https://cortwave.github.io/posts/post-para/
9•cortwave•4d ago•0 comments

Dell UltraSharp 52 Thunderbolt Hub Monitor

https://www.dell.com/en-us/shop/dell-ultrasharp-52-thunderbolt-hub-monitor-u5226kw/apd/210-bthw/m...
242•cebert•20h ago•302 comments

STFU

https://github.com/Pankajtanwarbanna/stfu
890•tanelpoder•19h ago•537 comments

Ask HN: Is it still worth pursuing a software startup?

69•newbebee•10h ago•53 comments

Reading across books with Claude Code

https://pieterma.es/syntopic-reading-claude/
112•gmays•18h ago•26 comments

Gut micro-organisms associated with health, nutrition and dietary intervention

https://www.nature.com/articles/s41586-025-09854-7?lid=t94o71j7gslg
16•lonelyasacloud•2h 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.