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I built Timeframe, our family e-paper dashboard

https://hawksley.org/2026/02/17/timeframe.html
643•saeedesmaili•7h ago•177 comments

Loops is a federated, open-source TikTok

https://joinloops.org/
249•Gooblebrai•7h ago•144 comments

The surprising power of daily rituals

https://www.bbc.com/future/article/20210914-how-rituals-help-us-to-deal-with-uncertainty-and-stress
18•andsoitis•1h ago•15 comments

Google restricting Google AI Pro/Ultra subscribers for using OpenClaw

https://discuss.ai.google.dev/t/account-restricted-without-warning-google-ai-ultra-oauth-via-open...
277•srigi•3h ago•226 comments

Show HN: WARN Firehose – Every US layoff notice in one searchable database

https://warnfirehose.com
53•sendkamal•2h ago•6 comments

Show HN: CIA World Factbook Archive (1990–2025), searchable and exportable

https://cia-factbook-archive.fly.dev/
134•MilkMp•5h ago•32 comments

$30B for laptops yielded a generation less cognitively capable than parents

https://www.yahoo.com/news/articles/u-spent-30-billion-ditch-110200869.html
34•walterbell•37m ago•12 comments

Attention Media ≠ Social Networks

https://susam.net/attention-media-vs-social-networks.html
552•susam•13h ago•238 comments

Using the new bridges of FreeBSD 15

https://blog.feld.me/posts/2026/02/using-new-bridges-freebsd-15/
52•vermaden•3h ago•8 comments

Six Math Essentials

https://terrytao.wordpress.com/2026/02/16/six-math-essentials/
113•digital55•7h ago•15 comments

Man accidentally gains control of 7k robot vacuums

https://www.popsci.com/technology/robot-vacuum-army/
207•Brajeshwar•11h ago•122 comments

Fix your tools

https://ochagavia.nl/blog/fix-your-tools/
194•vinhnx•10h ago•68 comments

Show HN: Local-First Linux MicroVMs for macOS

https://shuru.run
123•harshdoesdev•7h ago•35 comments

Linuxulator on FreeBSD Feels Like Magic

https://hayzam.com/blog/02-linuxulator-is-awesome/
79•vermaden•7h ago•25 comments

My journey to the microwave alternate timeline

https://www.lesswrong.com/posts/8m6AM5qtPMjgTkEeD/my-journey-to-the-microwave-alternate-timeline
41•jstanley•4d ago•0 comments

Hello Worg, the Org-Mode Community

https://orgmode.org/worg/
86•dargscisyhp•8h ago•26 comments

Fresh File Explorer – VS Code extension for navigating recent work

https://github.com/FreHu/vscode-fresh-file-explorer
76•frehu•8h ago•22 comments

Emulated Windows 3.11 in the Browser

https://pieter.com/
69•jalev•8h ago•30 comments

Ask HN: Chromebook leads for K-8 school in need?

15•techteach00•6h ago•15 comments

What is a database transaction?

https://planetscale.com/blog/database-transactions
211•0x54MUR41•14h ago•55 comments

NanoClaw moved from Apple Containers to Docker

https://twitter.com/Gavriel_Cohen/status/2025603982769410356
111•simplesort•7h ago•83 comments

Xweather Live – Interactive global vector weather map

https://live.xweather.com/
136•unstyledcontent•11h ago•34 comments

Git's Magic Files

https://nesbitt.io/2026/02/05/git-magic-files.html
117•chmaynard•12h ago•33 comments

Keybee: A Keyboard Designed for Smartphones

https://keybeekeyboard.com/
53•surprisetalk•3d ago•46 comments

Music Discovery

https://www.secondtrack.co/
48•eriatarka•5h ago•41 comments

Spain has blocked access to freedom.gov

https://twitter.com/Pirat_Nation/status/2025643188321714642
121•akyuu•6h ago•116 comments

Black-White Array: fast, ordered and based on with O(log N) memory allocations

https://github.com/dronnix/bwarr
26•platzhirsch•7h ago•3 comments

Show HN: 3D Mahjong, Built in CSS

https://voxjong.com
100•rofko•10h ago•45 comments

Show HN: A geometric analysis of Chopin's Prelude No. 4 using 3D topology

https://github.com/jimishol/cholidean-harmony-structure/blob/main/docs/03-case-study-chopin-prelu...
15•jimishol•2d ago•4 comments

The Tears of Donald Knuth

https://cacm.acm.org/opinion/the-tears-of-donald-knuth/
46•todsacerdoti•6h ago•32 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•9mo ago

Comments

nmstoker•9mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•9mo 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•9mo 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•9mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•9mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•9mo 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•9mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•9mo 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•9mo 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•9mo 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.