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Anthropic Outage for Opus 4.5 and Sonnet 4/4.5 across all services

https://status.claude.com/incidents/9g6qpr72ttbr
193•pablo24602•2h ago•103 comments

AI agents are starting to eat SaaS

https://martinalderson.com/posts/ai-agents-are-starting-to-eat-saas/
25•jnord•43m ago•15 comments

2002: Last.fm and Audioscrobbler Herald the Social Web

https://cybercultural.com/p/lastfm-audioscrobbler-2002/
121•cdrnsf•3h ago•69 comments

JSDoc is TypeScript

https://culi.bearblog.dev/jsdoc-is-typescript/
84•culi•4h ago•121 comments

Hashcards: A plain-text spaced repetition system

https://borretti.me/article/hashcards-plain-text-spaced-repetition
224•thomascountz•7h ago•89 comments

History of Declarative Programming

https://shenlanguage.org/TBoS/tbos_15.html
15•measurablefunc•1h ago•4 comments

Ask HN: What Are You Working On? (December 2025)

124•david927•7h ago•443 comments

An Attempt at a Compelling Articulation of Forth's Practical Strengths and Eter

https://im-just-lee.ing/forth-why-cb234c03.txt
7•todsacerdoti•1w ago•0 comments

In the Beginning was the Command Line (1999)

https://web.stanford.edu/class/cs81n/command.txt
80•wseqyrku•6d ago•33 comments

Interview with Kent Overstreet (Bcachefs) [audio]

https://linuxunplugged.com/644
22•teekert•3d ago•13 comments

The Typeframe PX-88 Portable Computing System

https://www.typeframe.net/
85•birdculture•6h ago•24 comments

Claude CLI deleted my home directory Wiped my whole Mac

https://old.reddit.com/r/ClaudeAI/comments/1pgxckk/claude_cli_deleted_my_entire_home_directory_wi...
76•tamnd•1h ago•55 comments

Developing a food-safe finish for my wooden spoons

https://alinpanaitiu.com/blog/developing-hardwax-oil/
132•alin23•4d ago•76 comments

AI and the ironies of automation – Part 2

https://www.ufried.com/blog/ironies_of_ai_2/
198•BinaryIgor•11h ago•86 comments

Shai-Hulud compromised a dev machine and raided GitHub org access: a post-mortem

https://trigger.dev/blog/shai-hulud-postmortem
176•nkko•14h ago•110 comments

Advent of Swift

https://leahneukirchen.org/blog/archive/2025/12/advent-of-swift.html
42•chmaynard•4h ago•9 comments

GraphQL: The enterprise honeymoon is over

https://johnjames.blog/posts/graphql-the-enterprise-honeymoon-is-over
164•johnjames4214•7h ago•150 comments

Price of a bot army revealed across online platforms

https://www.cam.ac.uk/stories/price-bot-army-global-index
78•teleforce•8h ago•20 comments

Checkers Arcade

https://blog.fogus.me/games/checkers-arcade.html
11•fogus•2d ago•1 comments

Our emotional pain became a product

https://www.theguardian.com/us-news/ng-interactive/2025/dec/14/trauma-mental-health
8•worik•41m ago•1 comments

Linux Sandboxes and Fil-C

https://fil-c.org/seccomp
331•pizlonator•1d ago•132 comments

Baumol's Cost Disease

https://en.wikipedia.org/wiki/Baumol_effect
73•drra•11h ago•80 comments

GNU recutils: Plain text database

https://www.gnu.org/software/recutils/
100•polyrand•5h ago•29 comments

Illuminating the processor core with LLVM-mca

https://abseil.io/fast/99
55•ckennelly•9h ago•5 comments

Compiler Engineering in Practice

https://chisophugis.github.io/2025/12/08/compiler-engineering-in-practice-part-1-what-is-a-compil...
101•dhruv3006•16h ago•19 comments

Efficient Basic Coding for the ZX Spectrum (2020)

https://blog.jafma.net/2020/02/24/efficient-basic-coding-for-the-zx-spectrum/
49•rcarmo•12h ago•11 comments

Standalone Meshtastic Command Center – One HTML File Offline

https://github.com/Jordan-Townsend/Standalone
43•Subtextofficial•5d ago•10 comments

iOS 26.2 fixes 20 security vulnerabilities, 2 actively exploited

https://www.macrumors.com/2025/12/12/ios-26-2-security-vulnerabilities/
129•akyuu•8h ago•115 comments

Getting into Public Speaking

https://james.brooks.page/blog/getting-into-public-speaking
104•jbrooksuk•4d ago•35 comments

I fed 24 years of my blog posts to a Markov model

https://susam.net/fed-24-years-of-posts-to-markov-model.html
288•zdw•1d ago•112 comments
Open in hackernews

JEP 515: Ahead-of-Time Method Profiling

https://openjdk.org/jeps/515
101•cempaka•7mo ago

Comments

nmstoker•7mo ago
Would be interesting if the Faster Python team considered this approach for Python (although maybe they already did?)
motoboi•7mo 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•7mo 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•7mo ago
I thought Graal was going to slowly replace HotSpot?
vips7L•7mo ago
There was talk of the graal jit replacing C2, but native image will never replace HotSpot.
mshockwave•7mo 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•7mo ago
Is this similar/the same as Azul Zing’s ReadyNow feature?
rst•7mo 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•7mo 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•7mo 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.