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Show HN: I Vibecoded a Python Class Hierarchy Checker (Needs Your Eyes)

https://github.com/agaz1985/umberto
2•adale•7mo ago
I vibecoded a static checker for Python class hierarchies. Basically a tool that scans inheritance trees, spots structural issues (like unimplemented abstract methods or messy multiple inheritance), and helps enforce clean design patterns without running the code. Additionally, if you provide an OpenAI key, it suggests you how to refactor with composition.

It’s still rough and definitely needs polish and tests, but I wanted to put it out there early to see if it might be interesting or useful to others.

I’d love your thoughts. Is this something you’d find useful? Or is it solving a non-problem? Curious to hear what you think.

Contributions are very welcome. Feel free to open issues or PRs if you have ideas or just want to help shape it.

Repo: https://github.com/agaz1985/umberto

Show HN: WebAssembly Runtime for Python, Lua, Ruby and etc.

https://github.com/hubenchang0515/shift
1•planc0515•53s ago•0 comments

Odin: Moving Towards a New "core:OS"

https://odin-lang.org/news/moving-towards-a-new-core-os/
1•ksec•6m ago•0 comments

"AI Village" LLMs tracked down and spammed famous programmers email addresses

https://theaidigest.org/village
1•da_grift_shift•12m ago•1 comments

Show HN: Frame Toolkit – Media Tools Right in the Browser

https://www.frametoolkit.com/
2•kingreflex•19m ago•0 comments

Show HN: Seasons Come and Go – a calm overview of the natural rhythms around us

https://seasonscomeandgo.com/
1•vsupalov•20m ago•0 comments

5 years later, this laptop is still the best value you can buy

https://www.makeuseof.com/this-laptop-is-still-the-best-value-you-can-buy/
2•saikatsg•30m ago•1 comments

Psychopathy as a potential survival adaptation to early adversity

https://www.psypost.org/new-research-frames-psychopathy-as-a-potential-survival-adaptation-to-sev...
2•msolujic•31m ago•0 comments

I thought I was a "Free to Play" player until I audited my microtransactions

https://old.reddit.com/r/truegaming/comments/1pvhz32/i_thought_i_was_a_free_to_play_player_until_i/
2•db48x•35m ago•0 comments

Ruby::Box

https://docs.ruby-lang.org/en/master/Ruby/Box.html
2•tosh•37m ago•0 comments

SQLite AI

https://www.sqlite.ai
9•jonbaer•39m ago•8 comments

Show HN: AI Accel,Tension-based pruning framework(40% sparsity, 1.5-2x speedups)

https://github.com/wwes4/AI_Accel_1.5x
2•wwes369•44m ago•0 comments

Fisher Information in Kinetic Theory

https://arxiv.org/abs/2501.00925
1•tzury•1h ago•0 comments

Writing an NES Emulator in Haskell

https://arthi-chaud.github.io/posts/funes/
2•todsacerdoti•1h ago•0 comments

Flutter and React Native App Development in Coimbatore – Cross-Platform Pros

https://jeevantech.in/services/mobile-application-development-services/
1•Jeevandigital•1h ago•1 comments

The story of reinforcement-learning-with-verifiable-reward-rlvr

1•wsmhy2011•1h ago•0 comments

Demystifying Determinism in Durable Execution

https://jack-vanlightly.com/blog/2025/11/24/demystifying-determinism-in-durable-execution
1•PaulHoule•1h ago•1 comments

Tell HN: Claude rate limits are 2x higher through 12/31

1•keepamovin•1h ago•1 comments

Physics of Covid-19 Transmission (2020)

https://ocw.mit.edu/courses/res-10-s95-physics-of-covid-19-transmission-fall-2020/video_galleries...
2•nill0•1h ago•0 comments

Scale Architecture for Deep Learning [pdf]

https://cdn.sanity.io/files/e4qjo92p/production/2d7fa58e3b820715664bcf42097e86c05070c161.pdf
1•mahirsaid•1h ago•1 comments

The Future of Software Engineering: Efficiency, Learning Velocity, Small Teams

https://blog.rastrian.dev/post/the-future-of-software-engineering-efficiency-learning-velocity-sm...
1•rastrian•1h ago•0 comments

China is building most powerful hydropower system deep in the Himalayas

https://www.cnn.com/2025/12/17/china/china-largest-hydropower-dam-intl-hnk-dst
4•thunderbong•1h ago•0 comments

Rob Pike Goes Nuclear over GenAI

https://imgur.com/nUJCI3o
241•signa11•1h ago•148 comments

How Email Works

https://sushantdhiman.substack.com/p/how-email-actually-works-ep-1-behind
1•signa11•1h ago•0 comments

Going boldly into the COSMIC desktop environment

https://lwn.net/Articles/1050268/
3•signa11•1h ago•0 comments

Multiscale Aperture Synthesis Imager

https://www.nature.com/articles/s41467-025-65661-8
1•wisty•1h ago•0 comments

Trump Administration to Overhaul Lottery System for H-1B Visas

https://www.ft.com/content/2e50f86f-2a40-4e5c-9470-7978b979c081
2•dsmark•1h ago•3 comments

The Optimization Trap: Why Doing Everything Right Feels Wrong

https://www.slideshare.net/slideshow/the-optimization-trap-why-doing-everything-right-feels-wrong...
3•realitydrift•2h ago•0 comments

Apple's App Course Runs $20k a Student. Is It Worth It?

https://www.wired.com/story/apple-app-making-course-michigan-state-university/
1•gpi•2h ago•0 comments

Encryption is not enough: Shifting the economics of surveillance

https://drive.proton.me/urls/ZTM6NE0D70#5o2bMEjLUMXx
2•justinjeff•2h ago•2 comments

Google to allow Gmail users to change their primary email address

https://www.neowin.net/news/google-to-finally-allow-gmail-users-to-change-their-primary-email-add...
1•mikece•2h ago•1 comments