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Show HN: Pyra – a Python toolchain experiment inspired by uv and Bun

https://github.com/treyorr/pyra
1•trey-orr•2m ago•0 comments

Stop Burning Money on UGC Creators: Generate Viral Ads with AI in Seconds

https://ecomscalingpro.substack.com/p/how-i-went-from-0-to-scaling-my-shopify
2•Locas•5m ago•0 comments

Only 13% of emails are written by people

https://english.elpais.com/technology/2026-04-15/only-13-of-emails-are-written-by-people-and-more...
2•geox•6m ago•0 comments

Kevin Weil and Bill Peebles exit OpenAI as company continues to shed side quests

https://techcrunch.com/2026/04/17/kevin-weil-and-bill-peebles-exit-openai-as-company-continues-to...
2•spenvo•7m ago•0 comments

Cal.com OSS project goes closed source due to AI

https://cal.com/de/blog/cal-com-goes-closed-source-why
2•samspenc•10m ago•1 comments

Ryan Mather: My tips for getting the best results out of Claude Design

https://twitter.com/flomerboy/status/2045162321589252458
3•taubek•12m ago•0 comments

Show HN: Mind-OS – First free online AI dependency self‑assessment

https://iamalex-afk.github.io/human-os-patch-33-protocols/
2•bitkin_dev•12m ago•0 comments

The big business of survival bunkers

https://www.economist.com/united-states/2026/04/16/the-big-business-of-survival-bunkers
2•andsoitis•12m ago•0 comments

High Amplitude Disagreeableness

https://staysaasy.com/startups/2026/04/15/high-amplitude-disagreeableness.html
2•weltview•14m ago•0 comments

A simplified model of Fil-C

https://www.corsix.org/content/simplified-model-of-fil-c
3•aw1621107•14m ago•0 comments

Show HN: recover-pdfs is a tool for revovering all the deleted PDFs from a disk

https://codeberg.org/seanhly/recover-pdfs
2•seanhly•17m ago•0 comments

Official MCP Package for Dokploy

https://github.com/Dokploy/mcp
2•rob•17m ago•0 comments

DARPA Launches HARQ to Build Multi-Qubit Quantum Systems

https://thequantuminsider.com/2026/04/14/darpa-launches-harq-heterogeneous-quantum-architectures/
2•rbanffy•18m ago•0 comments

Australia's startup scene is thriving at last

https://www.economist.com/business/2026/04/16/australias-startup-scene-is-thriving-at-last
1•andsoitis•20m ago•0 comments

Opus 4.7: better or worse so far compared to 4.6? (don't forget to upvote)

https://strawpoll.com/Qrgewz4kRyp/results
1•firebaze•21m ago•2 comments

What Psychedelics Do to the Brain

https://www.nationalgeographic.com/health/article/psychedelics-brain-scans-drugs
2•gmays•22m ago•0 comments

Age verification app ready as EU moves to curb children's social media access

https://www.reuters.com/world/eu-age-verification-app-ready-europe-moves-curb-childrens-social-me...
2•rbanffy•22m ago•1 comments

Chinese groups call for global AI governance framework – Chinadaily.com.cn

https://www.chinadaily.com.cn/a/202604/14/WS69de4411a310d6866eb43650.html
3•rbanffy•23m ago•1 comments

A Buick GNX Merged with an El Camino to Create This 470-HP Masterpiece

https://www.thedrive.com/news/a-buick-gnx-merged-with-an-el-camino-to-create-this-470-hp-masterpiece
1•PaulHoule•24m ago•0 comments

Logfare.ai – Free LLM Inference. No Auth. No Limits

https://news.ycombinator.com/submit
1•ampdot•26m ago•0 comments

Beyond the Hype: Practical and Responsible Use Cases for Agentic AI Webinar

https://fusionauth.io/webinar/beyond-the-hype-practical-and-responsible-use-cases-for-agentic-ai
1•mooreds•27m ago•0 comments

Hacking the old HackerNews codebase

https://winfunc.com/research/hacking-the-old-hackernews-codebase
1•mufeedvh•31m ago•0 comments

Using a USB switch as a full KVM

https://luke.hsiao.dev/blog/display-switch/
2•lwhsiao•32m ago•0 comments

From SIMT to Systolic Part 2: A Kernel Author's Field Report

https://twitter.com/MainzOnX/status/2044804854020006223
1•matt_d•38m ago•0 comments

Synthetic Astrophysics Photometry

https://github.com/nialljmiller/SED_Tools
2•nialljmiller•39m ago•1 comments

Airbus Likely Provided Satellite Imagery of US Military Assets to China Before

https://chinaselectcommittee.house.gov/media/press-releases/airbus-space-likely-provided-satellit...
5•737min•40m ago•4 comments

Agentic Infrastructure

https://vercel.com/blog/agentic-infrastructure
3•gmays•40m ago•0 comments

Inside Notion

https://colossus.com/article/inside-notion/
2•herbertl•41m ago•0 comments

Witter Coin to host a $50k coin scavenger hunt in SF

https://www.wittercoin.com/
1•nvader•47m ago•0 comments

Worldmonitor: Real-time global intelligence dashboard

https://github.com/koala73/worldmonitor
2•quux0r•49m ago•0 comments
Open in hackernews

Show HN: JavaFactory – IntelliJ plugin to generate Java code

https://github.com/JavaFactoryPluginDev/javafactory-plugin
44•javafactory•11mo 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•11mo ago
Feels very Java like. Factories, repositories, utils, patterns etc. Good stuff.
asdffdasy•11mo ago
yoDawgMemesFactory
javafactory•11mo ago
thank you. i think this tool have really room to grow, but still concept of manipulate each task is quite usefule
cess11•11mo 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•11mo 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•11mo ago
Thanks.

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

javafactory•11mo 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•11mo 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•11mo 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•11mo 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•11mo ago
It uses openai.
javafactory•11mo 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•11mo ago
If the trend continues a program will look like "JavaFactory("<prompt>").compile().run();".
winrid•11mo 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•11mo ago
Although very lossy compression, each invocation will be different, so that will inevitably circle back to "strong-static-LLM" prompts. What? wait..!
woodrowbarlow•11mo 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•11mo 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•11mo ago
Thank you — I’ll consider adding that feature.

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

redditor98654•11mo ago
Do you already have some common templates ready to be used somewhere?
AugustoCAS•11mo 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•11mo 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•11mo 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•11mo 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•11mo 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•11mo 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.