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Bijou64: A variable-length integer encoding

https://www.inkandswitch.com/tangents/bijou64/
32•justinweiss•44m ago•2 comments

I Am Retiring from Tech to Live Offline

https://openpath.quest/2026/i-am-retiring-from-tech-to-live-offline/
224•PinkG•1h ago•127 comments

Tulip mania: when a single flower was worth more than a house (2025)

https://dutchreview.com/culture/tulip-mania-netherlands/
90•dotcoma•3h ago•78 comments

Expertise in the Age of AI

https://www.moderndescartes.com/essays/ai_and_expertise/
38•brilee•2h ago•29 comments

The UK Government's Low Value Purchase System Is a Waste of Time

https://shkspr.mobi/blog/2026/05/the-uk-governments-low-value-purchase-system-is-a-waste-of-time/
98•ColinWright•3h ago•53 comments

High Density Living, 2000 Years Ago: Inside the Roman Apartment Building

https://commonedge.org/high-density-living-2000-years-ago-inside-the-roman-apartment-building/
46•surprisetalk•3h ago•10 comments

Blue Origin's New Glenn blows up during static fire test

https://twitter.com/nasaspaceflight/status/2060164928472854821
384•enraged_camel•14h ago•383 comments

Real-time LLM Inference on Standard GPUs: 3k tokens/s per request

https://blog.kog.ai/real-time-llm-inference-on-standard-gpus-3-000-tokens-s-per-request/
118•NicoConstant•6h ago•59 comments

Headway Therapy Patients Forced to Scan Their Faces to Keep Getting Care

https://www.404media.co/headway-therapy-facial-scan-biometric-data-identity-verification/
36•pavel_lishin•1h ago•8 comments

Poll: How often do you check "newest"?

39•ColinWright•3h ago•38 comments

Claude Code – Everything You Can Configure That the Docs Don't Tell You

https://buildingbetter.tech/p/i-read-the-claude-code-source-code
272•ankitg12•13h ago•53 comments

Orchestrating AI code review at scale

https://blog.cloudflare.com/ai-code-review/
81•pramodbiligiri•3d ago•33 comments

It's hard to justify buying a Framework 12

https://www.jeffgeerling.com/blog/2026/its-hard-to-justify-framework-12/
28•watermelon0•52m ago•20 comments

Cedana (YC S23) Is Hiring

https://www.ycombinator.com/companies/cedana/jobs/d1vYocG-forward-deployed-engineer-ai-hpc
1•neelm•3h ago

Claude Opus 4.8

https://www.anthropic.com/news/claude-opus-4-8
1670•craigmart•22h ago•1297 comments

Bricks and Minifigs Stole a Man's $200k Lego Collection

https://mybricklog.com/blog/bricks-minifigs-corporate-stole-old-mans-200000-lego-collection
1198•philips•20h ago•527 comments

OpenAI Announces Rosalind Biodefense

https://openai.com/index/strengthening-societal-resilience-with-rosalind-biodefense/
14•JustSkyfall•43m ago•1 comments

Local Git Remotes

https://cblgh.org/posts/local-git-remotes/
54•surprisetalk•3h ago•40 comments

Let's compile Quake like it's 1997

https://fabiensanglard.net/compile_like_1997/
131•goranmoomin•12h ago•45 comments

An Obsessive Focus on UX: Pilot's Pressure-Regulating Kire-Na Highlighter

https://www.core77.com/posts/143832/An-Obsessive-Focus-on-UX-Pilots-Pressure-Regulating-Kire-Na-H...
35•surprisetalk•3d ago•10 comments

Even (very) noisy LLM evaluators are useful for improving AI agents

https://www.tensorzero.com/blog/even-very-noisy-llm-evaluators-are-useful-for-improving-ai-agents/
13•GabrielBianconi•2d ago•1 comments

Wterm – Terminal Emulator for the Web

https://wterm.dev/
30•m3h•7h ago•5 comments

Volkswagen blocks Home Assistant by requiring client assertion

https://github.com/robinostlund/homeassistant-volkswagencarnet/issues/967
312•Kwastie•10h ago•158 comments

Is AI causing a repeat of Front end's Lost Decade?

https://mastrojs.github.io/blog/2026-05-23-is-AI-causing-a-repeat-of-frontends-lost-decade/
159•xyzal•4h ago•160 comments

The Secret Garden of Rock-Paper-Scissors

https://theshamblog.com/the-secret-garden-of-rock-paper-scissors/
6•scottshambaugh•1h ago•0 comments

We should be more tired than the model

https://vickiboykis.com/2026/05/28/we-should-be-more-tired-than-the-model/
76•tosh•3h ago•75 comments

Italians and Dutch share the same gestural instinct for teaching

https://www.mpi.nl/news/italians-and-dutch-share-same-gestural-instinct-teaching
100•vi_sextus_vi•13h ago•45 comments

Show HN: Context-aware Japanese furigana using Sudachi and ModernBERT

https://www.ezfurigana.com/
12•epitrochoid413•3h ago•7 comments

Ten Basic Clouds

https://www.noaa.gov/jetstream/clouds/ten-basic-clouds
173•nopg•4d ago•45 comments

HeidiSQL – Lightweight MariaDB, MySQL, SQL Server, PostgreSQL and SQLite Manager

https://github.com/HeidiSQL/HeidiSQL
84•peter_d_sherman•12h ago•31 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.