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A backdoor in a LinkedIn job offer

https://roman.pt/posts/linkedin-backdoor/
422•lwhsiao•2h ago•84 comments

US battery manufacturing output continues to break records

https://fred.stlouisfed.org/series/IPG33591S
96•epistasis•2h ago•70 comments

Iroh 1.0

https://www.iroh.computer/blog/v1
843•chadfowler•7h ago•267 comments

I Love the Computer

https://michaelenger.com/blog/i-love-the-computer/
82•speckx•2h ago•51 comments

TinyWind: A pixel pirate sailing game with real wind physics (380k+ kms sailed)

https://tinywind.io
520•tinywind•6h ago•106 comments

Ask HN: Has anyone replaced Claude/GPT with a local model for daily coding?

545•cloudking•8h ago•281 comments

Why I Email Complete Strangers

https://www.goodinternetmagazine.com/why-i-email-complete-strangers/
17•karakoram•55m ago•3 comments

Swedish parliament abolishes permanent residence visas for migrants

https://www.riksdagen.se/en/news/articles/2026/jun/9/permanent-residence-permits-to-be-abolished_...
19•CGMthrowaway•28m ago•9 comments

The Dead Economy Theory

https://gmalandrakis.com/writings/ad-economicum.html
29•l0new0lf-G•1h ago•27 comments

My Homelab AI Dev Platform

https://rsgm.dev/post/ai-dev-platform/
200•rsgm•7h ago•41 comments

Banned Book Library in a Wi-Fi Smart Light Bulb

https://www.richardosgood.com/posts/banned-book-library/
4•sohkamyung•14m ago•0 comments

What job interviews taught me about Kubernetes

https://notnotp.com/notes/what-job-interviews-taught-me-about-kubernetes/
25•chmaynard•2h ago•11 comments

Game Engine White Papers Commander Keen

https://forgottenbytes.net/commander_keen.html
122•mfiguiere•4h ago•40 comments

Hetzner Price Adjustment

https://docs.hetzner.com/general/infrastructure-and-availability/price-adjustment/#cloud-servers
280•tuhtah•9h ago•414 comments

How TimescaleDB compresses time-series data

https://roszigit.com/en/blog/timescaledb-compression-hypercore
100•lkanwoqwp•5h ago•14 comments

What every coder should know about Gamma Correction

https://blog.johnnovak.net/2016/09/21/what-every-coder-should-know-about-gamma/
29•sph•2d ago•13 comments

Launch HN: Drafted (YC P26) – Models for residential architecture

33•PrimalNick•6h ago•45 comments

Factoring "short-sleeve" RSA keys with polynomials

https://blog.trailofbits.com/2026/06/12/factoring-short-sleeve-rsa-keys-with-polynomials/
62•ledoge•3d ago•1 comments

Commander Keen Games (free book)

https://forgottenbytes.net/
15•tzury•2h ago•2 comments

Fox to buy Roku

https://www.wsj.com/business/deals/fox-roku-deal-f6e564f9
244•thm•10h ago•342 comments

Show HN: Fata – Spaced repetition to fight skill rot from AI coding

https://fata.dev
67•djoume•4d ago•41 comments

Copper transport drug restores memory and clears toxic Alzheimer's proteins

https://www.monash.edu/news/articles/copper-drug-restores-memory-and-clears-toxic-alzheimers-prot...
220•bookofjoe•8h ago•83 comments

Show HN: Vet turned founder, AI lawn diagnosis

https://grassdx.com/
25•andrewbr•4h ago•14 comments

Making glass-to-metal seals for home­made vacuum tubes

https://maurycyz.com/projects/glass/1/
116•zdw•1d ago•36 comments

How memory safety CVEs differ between Rust and C/C++

https://kobzol.github.io/rust/2026/06/15/how-memory-safety-cves-differ-between-rust-and-c-cpp.html
94•nicoburns•6h ago•89 comments

Boot Naked Linux

https://nick.zoic.org/art/boot-naked-linux/
75•abnercoimbre•6h ago•42 comments

Reviving an abandoned open-source project: 6 years of Atomic Calendar Revive

https://totaldebug.uk/posts/reviving-an-abandoned-open-source-project/
7•marksie1988•2d ago•1 comments

Techno-libertarians are flocking to the Caribbean

https://economist.com/the-americas/2026/06/11/techno-libertarians-are-flocking-to-the-caribbean
33•andsoitis•1h ago•29 comments

Typst 0.15.0

https://typst.app/docs/changelog/0.15.0/
245•schu•5h ago•65 comments

Show HN: machine0 – Persistent NixOS VMs You Control from the CLI

https://machine0.io
65•bwm•6h ago•29 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.