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Restore full BambuNetwork support for Bambu Lab printers

https://github.com/FULU-Foundation/OrcaSlicer-bambulab
164•Murfalo•4h ago•64 comments

Googlebook

https://googlebook.google/
616•tambourine_man•8h ago•1040 comments

My graduation cap runs Rust

https://ericswpark.com/blog/2026/2026-05-12-my-graduation-cap-runs-rust/
56•ericswpark•2h ago•11 comments

Kraftwerk's radical 1976 track

https://www.bbc.com/culture/article/20260511-kraftwerks-radical-1976-track-radioactivity-became-a...
64•tcp_handshaker•2h ago•24 comments

How to make your text look futuristic (2016)

https://typesetinthefuture.com/2016/02/18/futuristic/
217•_vaporwave_•5h ago•26 comments

Show HN: Needle: We Distilled Gemini Tool Calling into a 26M Model

https://github.com/cactus-compute/needle
284•HenryNdubuaku•8h ago•102 comments

CERT is releasing six CVEs for serious security vulnerabilities in dnsmasq

https://lists.thekelleys.org.uk/pipermail/dnsmasq-discuss/2026q2/018471.html
236•chizhik-pyzhik•7h ago•117 comments

Why senior developers fail to communicate their expertise

https://www.nair.sh/guides-and-opinions/communicating-your-expertise/why-senior-developers-fail-t...
378•nilirl•11h ago•183 comments

Tell NYT, Atlantic, USA Today to keep Wayback Machine

https://www.savethearchive.com/newsleaders/
151•doener•2h ago•32 comments

Traceway: MIT-licensed observability stack you can self-host in ~90s

https://github.com/tracewayapp/traceway
7•sebakubisz•1d ago•1 comments

Fc, a lossless compressor for floating-point streams

https://github.com/xtellect/fc
19•enduku•2d ago•5 comments

Rendering the Sky, Sunsets, and Planets

https://blog.maximeheckel.com/posts/on-rendering-the-sky-sunsets-and-planets/
410•ibobev•12h ago•35 comments

Quack: The DuckDB Client-Server Protocol

https://duckdb.org/2026/05/12/quack-remote-protocol
191•aduffy•8h ago•42 comments

Foucault's Order of Things Explained with Trading Cards [video]

https://www.youtube.com/watch?v=1TbHYjGvS68
21•surprisetalk•1d ago•10 comments

Reimagining the mouse pointer for the AI era

https://deepmind.google/blog/ai-pointer/
142•devhouse•8h ago•117 comments

Lanzaboote – NixOS Secure Boot

https://x86.lol/generic/2022/11/26/lanzaboote.html
45•evilmonkey19•3d ago•6 comments

Launch HN: Voker (YC S24) – Analytics for AI Agents

https://voker.ai
40•ttpost•10h ago•19 comments

Show HN: Agentic interface for mainframes and COBOL

https://www.hypercubic.ai/hopper
56•sai18•9h ago•33 comments

The Future of Obsidian Plugins

https://obsidian.md/blog/future-of-plugins/
309•xz18r•10h ago•127 comments

Bambu Lab is abusing the open source social contract

https://www.jeffgeerling.com/blog/2026/bambu-lab-abusing-open-source-social-contract/
1102•rubenbe•11h ago•367 comments

Dead.Letter (CVE-2026-45185) – How XBOW found an unauthenticated RCE on Exim

https://xbow.com/blog/dead-letter-cve-2026-45185-xbow-found-rce-exim
60•fedek_•8h ago•31 comments

When life gives you lemons, write better error messages

https://wix-ux.com/when-life-gives-you-lemons-write-better-error-messages-46c5223e1a2f
113•luispa•4d ago•38 comments

EFF to 4th Circuit: Electronic Device Searches at the Border Require a Warrant

https://www.eff.org/deeplinks/2026/05/eff-fourth-circuit-electronic-device-searches-border-requir...
91•hn_acker•4h ago•11 comments

Show HN: Statewright – Visual state machines that make AI agents reliable

https://github.com/statewright/statewright
75•azurewraith•11h ago•24 comments

Show HN: Gigacatalyst – Extend your SaaS with an embedded AI builder

38•namanyayg•9h ago•17 comments

Canada’s Bill C-22 Is a Repackaged Version of Last Year’s Surveillance Nightmare

https://www.eff.org/deeplinks/2026/05/canadas-bill-c-22-repackaged-version-last-years-surveillanc...
282•Brajeshwar•8h ago•88 comments

Scrcpy v4.0

https://github.com/Genymobile/scrcpy/releases/tag/v4.0
26•xnx•5h ago•4 comments

When "idle" isn't idle: how a Linux kernel optimization became a QUIC bug

https://blog.cloudflare.com/quic-death-spiral-fix/
8•sbulaev•2h ago•0 comments

Beyond Semantic Similarity

https://arxiv.org/abs/2605.05242
44•44za12•6h ago•10 comments

Riding the D in Los Angeles: city hopes new subway stations will be game changer

https://www.theguardian.com/us-news/2026/may/09/los-angeles-subway-public-transportation
63•raybb•2d ago•34 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•1y ago

Comments

nmstoker•1y ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•1y 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•1y 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•1y ago
I thought Graal was going to slowly replace HotSpot?
vips7L•1y ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•1y 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•1y ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•1y 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•1y 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•1y 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.