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The South Korean Anduril

https://theventures.substack.com/p/bone-ai-forging-the-flame-of-the
1•jefflee0127•5m ago•0 comments

Show HN: Capture context. Give your agent the full picture

https://github.com/semihcihan/ContextBrief
1•semihcihan•6m ago•0 comments

Life's a bi*ch CHUM, and then you die

https://himanshusinghbisht.substack.com/p/lifes-a-bich-chum-and-then-you-die
1•gilfoyle_7•6m ago•0 comments

US threatens Anthropic with deadline in dispute on AI safeguards

https://www.bbc.co.uk/news/articles/cjrq1vwe73po
1•louthy•7m ago•0 comments

Show HN: APA citation generator that explains missing metadata

https://apacitationgenerator.online
1•visiohex•9m ago•0 comments

Show HN: Clawned.io Crowdsource public security scanner for OpenClaw skills

https://clawned.io
1•jensec•9m ago•2 comments

Codex was able to port KittenTTS to JavaScript

https://github.com/jokkebk/KittenTTS-JS
2•jokkebk•12m ago•1 comments

Show HN: Play Fun Clicker Game Online

https://funclicker.app/
1•tomstig•12m ago•0 comments

Grep, Sed, Awk – The Unix Text Processing Trinity

https://grep-sed-awk.com/
1•m4c-pl•13m ago•1 comments

Is it possible to build it

1•Petersevcik•14m ago•0 comments

There is no reason Canadian Tire company should have any of my data

https://infosec.exchange/@pgl/116131275583976424
3•jalict•14m ago•0 comments

Age Requirements for Apps in Brazil, Australia, Singapore, Utah, and Louisiana

https://developer.apple.com/news/?id=f5zj08ey
1•petethomas•14m ago•0 comments

Visualizing DeepSpeed Ulysses: Sequence Parallelism for 1M Context Windows

https://darshanfofadiya.com/part3.html
1•DARSHANFOFADIYA•15m ago•1 comments

Show HN: Tspages – static site hosting platform for your Tailscale network

https://github.com/Radiergummi/tspages
1•9dev•17m ago•0 comments

From Noise to Image – interactive guide to diffusion

https://lighthousesoftware.co.uk/projects/from-noise-to-image/
1•simedw•17m ago•0 comments

React Native Is Not Dead – Nor Is It Deprecated

https://devdong.textlanes.com/en/react-native-is-dead-support-discontinued-not-at-all
1•textlanes33•18m ago•1 comments

Teams Or Not? Check what the domain/email is using

https://teamsornot.com/
1•punnerud•23m ago•0 comments

Show HN: AccIQ; A local-first financial IDE for sovereign founders

https://acciqmvp3.vercel.app/
1•auvira_systems•23m ago•0 comments

Discussion: Why Testing Is Important

1•simile_test•26m ago•0 comments

"AI raises the quality of tuning beyond what most of us can achieve manually"

https://medium.com/@fransverduynlunel/a-fluitje-van-een-cent-my-experience-automating-postgres-pe...
1•lnardi•26m ago•1 comments

Show HN: PolyTell-AI Chrome extension that shows Polymarket odds as you browse

https://polytell.app/
1•fengyiqicoder•27m ago•0 comments

Show HN: NetWatch – A Wireshark-style network analyzer TUI built in Rust

https://github.com/matthart1983/netwatch
1•matthart1983•27m ago•0 comments

Show HN: Treekei – File Tree with Line Counts in CLI

https://github.com/zihao-liu-qs/treekei
1•zihao-liu-qs•28m ago•1 comments

Free AI Headshot Generator – Professional Photos from Any Selfie

https://aiheadshotgenerator.online/
1•jewelryde•33m ago•0 comments

LM Link: Use local models on remote devices, powered by Tailscale

https://tailscale.com/blog/lm-link-remote-llm-access
1•calcifer•33m ago•0 comments

$2.1B in Epstein Financial Records. Here's Every Name the Money Touched

https://randallscott25-star.github.io/epstein-forensic-finance/narratives/19_grand_opus_narrative...
3•sschueller•37m ago•0 comments

Anthropic/Pentagon: allow AI to be used for all military purposes by this Friday

https://www.nbcnews.com/tech/security/anthropic-pentagon-us-military-can-use-ai-missile-defense-h...
1•ollieza•37m ago•1 comments

Show HN: Rewrite Text – On-Device AI Writing Tool for iOS

https://apps.apple.com/us/app/rewrite-text-ai-writing-tool/id6758913519
1•8mobile•41m ago•0 comments

Investment Supply Chain Analysis

https://investment.binhph.am
1•davedx•46m ago•1 comments

Show HN: Skillscape – Engineering skills matrix without the spreadsheet

https://www.skillscape.dev/
1•danielyefet•52m ago•0 comments
Open in hackernews

Show HN: JavaFactory – IntelliJ plugin to generate Java code

https://github.com/JavaFactoryPluginDev/javafactory-plugin
44•javafactory•9mo ago
Hi HN,

I built a code generator plugin for IntelliJ that uses LLMs to create repetitive Java code like implementations, tests, and fixtures — based on custom natural-language patterns and annotation-based references.

Most tools like Copilot or Cursor aim to be general, but fail to produce code that actually fits a project structure or passes tests.

So I made something more explicit: define patterns + reference scope, and generate code consistently.

In this demo, 400 lines of Java were generated in 20 seconds — and all tests passed: https://www.youtube.com/watch?v=ReBCXKOpW3M

GitHub: https://github.com/JavaFactoryPluginDev/javafactory-plugin

Comments

geodel•9mo ago
Feels very Java like. Factories, repositories, utils, patterns etc. Good stuff.
asdffdasy•9mo ago
yoDawgMemesFactory
javafactory•9mo ago
thank you. i think this tool have really room to grow, but still concept of manipulate each task is quite usefule
cess11•9mo ago
The guide is a 404.

"404 - page not found The

master branch of

javafactory-plugin does not contain the path

docs/how-to-use.md."

How do I hook it into local models? Does it support Ollama, Continue, that kind of thing? Do you collect telemetry?

javafactory•9mo ago
1. Im sorry. i it was typo on path, i fixed it so you can see now.

2. from now, i only allow to use gpt-4o, because the requests involve relatively long context windows, which require high-quality reasoning. Only recent high-performance models like GPT-4o or Claude Sonnet are capable of reducing the manual workload for this kind of task.

___

but still, if user want to use other models , i can make adapter features for various models

cess11•9mo ago
Thanks.

Right, so it can't be used on proprietary code or in settings where personal data might occur.

javafactory•9mo ago
That's right. Unfortunately, the system currently forces the use of GPT-4o.

To be honest, I didn’t realize that model selection would be such an important point for users. I believed that choosing a high-quality model with strong reasoning capabilities was part of the service’s value proposition.

But lately, more users — including yourself — have been asking for support for other models like Claude Sonnet or LLaMA.

I’m now seriously considering adding an adapter feature. Thank you for your feedback — I really appreciate it.

cess11•9mo ago
I can't speak for other people but I regularly work with code that is not owned by my organisation and getting approval to send it out to some remote, largely unaccountable, corporation is likely to be impossible under the conditions which we operate.

Together with the CEO I've also decided that we do not do this with our own code, it stays on machines we control until someone pays for some artifact we'd like to license.

I'm well aware that many other organisations take a different position and push out basically everything they work on to SaaS LLM:s, in my experience defending it with something about so called productivity and something about some contract clause about the SaaS pinky promising to not straight up take the code. But nothing stops them from running hidden queries against it with their in-house models parallel with providing their main service, and sift out a lot of trade secrets and other goodies from it.

It's also likely these SaaS corporations can benchmark and otherwise profile individual developers, information that would be very valuable to e.g. recruiting agencies.

diggernet•9mo ago
And I work for an organization that does everything they can think of to make it virtually impossible for anyone to leak code outside, but is now mandating Copilot use to the point of including it in personal performance goals.
likis•9mo ago
What LLM is it using? Is it something local? Or does it call out? It wasn't obvious from the docs, and I didn't want to dig through all of the code to figure it out. Should probably be clearly stated on the front page.

But the project looks interesting, I have been looking for something similar.

trollied•9mo ago
It uses openai.
javafactory•9mo ago
This uses OpenAI's GPT-4o model.

The requests involve relatively long context windows, which require high-quality reasoning. Only recent high-performance models like GPT-4o or Claude Sonnet are capable of reducing the manual workload for this kind of task.

simpaticoder•9mo ago
If the trend continues a program will look like "JavaFactory("<prompt>").compile().run();".
winrid•9mo ago
I've always wondered how long until we reach this. If every pc can run models locally, with a given seed and prompt it could be the ultimate compression. It's also hilarious.
imhoguy•9mo ago
Although very lossy compression, each invocation will be different, so that will inevitably circle back to "strong-static-LLM" prompts. What? wait..!
woodrowbarlow•9mo ago
LLMs at their core do produce reproducible results with a given seed. it's all the workflow stuff people do on top that tends to break reproducibility.
dibujaron•9mo ago
This is not the case for LLMs running on GPUs (which is most of them); GPUs are non-deterministic for this use-case due to the floating point math involved. there is no way to get perfectly deterministic output from OpenAI despite the presence of seed and temperature parameters.
javafactory•9mo ago
Thank you — I’ll consider adding that feature.

Actually, I'm currently thinking about creating a small community for sharing pattern definitions.

redditor98654•9mo ago
Do you already have some common templates ready to be used somewhere?
AugustoCAS•9mo ago
A side comment, I have found that configuring a few live templates in IntelliJ helps me to write a lot of the repetitive code just a handful of keystrokes regardless of the language.

Structural refactoring is another amazing feature that is worth knowing.

javafactory•9mo ago
I think IntelliJ is a great tool on its own. Recently, they even added a feature that auto-injects dependencies when you declare them as private final — super convenient.

I can’t help but wonder if the folks at JetBrains are starting to feel a bit of pressure from tools like Cursor or Windsurf

zikani_03•9mo ago
I've also got some mileage from live templates for repetitive code. However, at some point I built[0] an IntelliJ IDEA plugin to help me generate setters and field assignments that I felt live templates weren't a good solution for (for my case). I don't know if JavaFactory solves this kind of problem, keen to try it out.

[0]: https://github.com/nndi-oss/intellij-gensett

p0w3n3d•9mo ago
As a programmer I feel bad if tests don't fail at the first run... It might show that they are not testing...
javafactory•9mo ago
Your point is valid. In real-world work, tests should focus on parts that are difficult to verify, and if everything passes on the first try, it's often a sign that something deserves a closer look.

That said, what I wanted to highlight in the example was a contrast — tools like Cursor and other general-purpose models often fail to even generate simple tests correctly, or can't produce tests that pass. So the goal was to show the difference in reliability.

diggernet•9mo ago
Related to this, consider that when an LLM writes tests for code, it's writing them based on what the code actually does, not what it's supposed to do. This is equally true when the code itself was written by the LLM. Sure the tests pass, but that doesn't prove the code is correct.