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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

Back to basics: The foundations that shape everything we design

https://designexplained.substack.com/p/back-to-basics-the-foundations-that
1•kaizenb•24s ago•0 comments

MHC: Manifold-Constrained Hyper-Connections

https://arxiv.org/abs/2512.24880
2•tamnd•3m ago•0 comments

The Entry-Level Hiring Process Is Breaking Down

https://www.theatlantic.com/ideas/2025/12/grade-inflation-ai-hiring/685157/
1•cebert•4m ago•1 comments

AI Window Opportunity

https://www.localghost.ai/inflection
1•0xbrayo•4m ago•0 comments

European Space Agency hit again as cybercriminals claim 200 GB data up for sale

https://www.theregister.com/2025/12/31/european_space_agency_hacked/
4•smurda•6m ago•0 comments

Desugaring the Relationship Between Concrete and Abstract Syntax

https://thunderseethe.dev/posts/desugar-base/
1•PaulHoule•7m ago•0 comments

The Four-Language Waltz: A Tale of Allocators and Regret

https://xlii.space/eng/the-four-language-waltz-a-tale-of-allocators-and-regret/
1•xlii•8m ago•0 comments

FDA clears Caliway's trial of CBL-514 for localised fat reduction

https://www.clinicaltrialsarena.com/news/caliway-cbl-514/
1•daoboy•8m ago•1 comments

Syria has new banknotes. They have opted for colours and symbols

https://www.whitemad.pl/syria-ma-nowe-banknoty-postawili-na-kolory-i-symbole/
1•thomassmith65•8m ago•0 comments

From Zero to Rain: A Claude Code Case Study

https://pj4533.com/sigh/
1•pj4533•9m ago•1 comments

Elon Musk wants robots everywhere. China is making that a reality

https://www.cnbc.com/2025/12/30/elon-musk-wants-robots-everywhere-china-is-making-that-a-reality....
1•gmays•10m ago•0 comments

The Bayesian Geometry of Transformer Attention

https://arxiv.org/abs/2512.22471
1•samwillis•10m ago•1 comments

Amoskeag: Declarative OSS DSL for business rules

https://github.com/durableprogramming/amoskeag
1•djb-at-durable•13m ago•0 comments

Show HN: Bass Tab Maker

https://github.com/jareklupinski/tab-maker
1•jareklupinski•13m ago•0 comments

Musly – Open-Source Subsonic Client with Apple Music-Inspired UI

https://musly.devid.ink/
2•ddevid•13m ago•1 comments

Show HN: C-TURTL, a turtle graphics game

https://michae2.github.io/c-turtl/
2•michae2•14m ago•0 comments

Make your CSS match your Android theme on Firefox

https://material.khaleelgibran.com
1•khalby786•16m ago•0 comments

Atoqu – A Zero‑Dependency, GPU‑Accelerated Search Engine Core

1•JavadInteger•16m ago•0 comments

Ask HN: A self populating task list

1•Vishal19111999•17m ago•1 comments

Learn X in Y Minutes

https://learnxinyminutes.com/
1•rramadass•17m ago•1 comments

Breaking Rust – Walk My Walk [AI Generated Song] [video]

https://www.youtube.com/watch?v=6Sb1Nvi7oQs
1•amichail•18m ago•0 comments

DHS Says DHS-Certified Real IDs Too Unreliable to Confirm U.S. Citizenship

https://reason.com/2025/12/31/dhs-says-real-id-which-dhs-certifies-is-too-unreliable-to-confirm-u...
21•xenophonf•19m ago•5 comments

Show HN: mac-cleanup-go – an interactive macOS cleanup tool

https://github.com/2ykwang/mac-cleanup-go
1•immutable000•20m ago•0 comments

This Year in Spring – December 30th, 2025

https://spring.io/blog/2025/12/30/this-year-in-spring-december-30th-2025/
1•saikatsg•22m ago•0 comments

Centralizing third-party SaaS dependency status – good idea or bad idea?

https://depsy.io
1•bellahadid•24m ago•1 comments

Show HN: DroidDock – Browse Android files on Mac with a Finder-like experience

https://rajivm1991.github.io/DroidDock/releases/v0.2.1.html
2•rajivm1991•25m ago•0 comments

The Most Important Truth in Human Discourse, per ChatGPT

https://zenodo.org/records/18116708
1•DavidWishengrad•27m ago•4 comments

Prototype demo: visualizing cognitive state during AI interaction [video]

https://www.youtube.com/watch?v=Rlsx1PaclI8
1•shine1697•27m ago•0 comments

Fixing Linux Kernel Bugs with LLMs

https://grimridge.net/blog/llm-linux-kernel/
1•WadeGrimridge•33m ago•0 comments

The Sexual Paradise that never was

https://quillette.com/2025/12/30/the-sexual-paradise-that-never-was-margaret-mead-samoa/
1•cjauvin•34m ago•1 comments