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Why Twilio Segment moved from microservices back to a monolith

https://www.twilio.com/en-us/blog/developers/best-practices/goodbye-microservices
92•birdculture•2h ago•65 comments

Recovering Anthony Bourdain's (really) lost Li.st's

https://sandyuraz.com/blogs/bourdain/
52•thecsw•2h ago•7 comments

VPN location claims don't match real traffic exits

https://ipinfo.io/blog/vpn-location-mismatch-report
187•mmaia•3h ago•108 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
53•zdw•3h ago•17 comments

I tried Gleam for Advent of Code

https://blog.tymscar.com/posts/gleamaoc2025/
210•tymscar•6h ago•119 comments

The Rise of Computer Games, Part I: Adventure

https://technicshistory.com/2025/12/13/the-rise-of-computer-games-part-i-adventure/
29•cfmcdonald•3h ago•4 comments

Linux Sandboxes and Fil-C

https://fil-c.org/seccomp
3•pizlonator•30m ago•0 comments

Want to sway an election? Here’s how much fake online accounts cost

https://www.science.org/content/article/want-sway-election-here-s-how-much-fake-online-accounts-cost
92•rbanffy•2h ago•42 comments

Flat-pack washing machine spins a fairer future

https://www.positive.news/society/flat-pack-washing-machine-spins-a-fairer-future/
16•ohjeez•50m ago•2 comments

Useful patterns for building HTML tools

https://simonwillison.net/2025/Dec/10/html-tools/
215•simonw•3d ago•64 comments

Cryptids

https://wiki.bbchallenge.org/wiki/Cryptids
79•frozenseven•1w ago•12 comments

Ask HN: How can I get better at using AI for programming?

158•lemonlime227•7h ago•204 comments

Go Proposal: Secret Mode

https://antonz.org/accepted/runtime-secret/
139•enz•4d ago•60 comments

From Azure Functions to FreeBSD

https://jmmv.dev/2025/12/from-azure-functions-to-freebsd.html
55•todsacerdoti•5d ago•3 comments

TigerBeetle as a File Storage

https://aivarsk.com/2025/12/07/tigerbeetle-blob-storage/
9•aivarsk•6d ago•1 comments

What is the nicest thing a stranger has ever done for you?

https://louplummer.lol/nice-stranger/
268•speckx•2d ago•207 comments

Are we stuck with the same Desktop UX forever? [video]

https://www.youtube.com/watch?v=1fZTOjd_bOQ
74•joelkesler•4h ago•85 comments

EasyPost (YC S13) Is Hiring

https://www.easypost.com/careers
1•jstreebin•6h ago

Researchers seeking better measures of cognitive fatigue

https://www.nature.com/articles/d41586-025-03974-w
95•bikenaga•3d ago•26 comments

A Giant Ball Will Help This Man Survive a Year on an Iceberg

https://www.outsideonline.com/outdoor-adventure/exploration-survival/how-giant-ball-will-help-man...
24•areoform•8h ago•27 comments

Photographer built a medium-format rangefinder

https://petapixel.com/2025/12/06/this-photographer-built-an-awesome-medium-format-rangefinder-and...
157•shinryuu•1w ago•36 comments

Using Python for Scripting

https://hypirion.com/musings/use-python-for-scripting
76•birdculture•5d ago•65 comments

Purdue University Approves New AI Requirement for All Undergrads

https://www.forbes.com/sites/michaeltnietzel/2025/12/13/purdue-university-approves-new-ai-require...
36•rmason•2h ago•27 comments

Will West Coast Jazz Get Some Respect?

https://www.honest-broker.com/p/will-west-coast-jazz-finally-get
63•paulpauper•1w ago•40 comments

Pig Video Arcades Critique Life in the Pen (1997)

https://www.wired.com/1997/06/pig-video-arcades-critique-life-in-the-pen/
6•naryJane•5d ago•1 comments

A Lisp Interpreter Implemented in Conway's Game of Life (2021)

https://woodrush.github.io/blog/posts/2022-01-12-lisp-in-life.html
84•pabs3•20h ago•3 comments

Java FFM zero-copy transport using io_uring

https://www.mvp.express/
94•mands•6d ago•42 comments

GNU Unifont

https://unifoundry.com/unifont/index.html
318•remywang•1d ago•72 comments

Beautiful Abelian Sandpiles

https://eavan.blog/posts/beautiful-sandpiles.html
134•eavan0•4d ago•22 comments

A 'toaster with a lens': The story behind the first handheld digital camera

https://www.bbc.com/future/article/20251205-how-the-handheld-digital-camera-was-born
74•selvan•5d ago•42 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.