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

https://github.com/agaz1985/umberto
2•adale•11mo 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

A Reality Check on 2026's Most-Hyped "AI Game Maker" Tools

https://medium.com/@chuanweipeng5/a-reality-check-on-2026s-most-hyped-ai-game-maker-tools-489a417...
1•WavyPeng•41s ago•0 comments

Unorthodox Financial Advice

https://liamrosen.com/unorthodox-financial-advice/
1•surprisetalk•3m ago•0 comments

Developments in LLM Architectures: KV Sharing, MHC, and Compressed Attention

https://magazine.sebastianraschka.com/p/recent-developments-in-llm-architectures
2•ibobev•4m ago•0 comments

AI Passed the Turing Test but Failed the Watch Test

https://blog.elmerdata.ai/analog-watch/
1•speckx•4m ago•0 comments

Show HN: Teslog – Self-hosted Tesla telemetry

https://teslog.app
1•seppler•7m ago•0 comments

Manual Memory Management

https://dayvster.com/blog/manual-memory-management/
1•ibobev•7m ago•0 comments

Programming the Amiga and Atari ST in C: Hello World with VBCC

https://retrogamecoders.com/st-amiga-vbcc/
1•ibobev•7m ago•0 comments

Canada is about to end private digital conversation

https://dontsurveil.me/c22
3•laurex•9m ago•0 comments

Reese Witherspoon encouraging moms to try AI

https://twitter.com/garrytan/status/2056368178251596157
1•delichon•10m ago•0 comments

Tips and observations for animating a bird in flight

http://www.brendanbody.co.uk/flight_tutorial/
1•p44v9n•10m ago•0 comments

The Uncomfortable Truth About AI "Reasoning" – World Science Festival [video]

https://www.youtube.com/watch?v=iFYF_e1GSGI
1•sbuttgereit•12m ago•0 comments

Presentation of Xcas, the Swiss knife for mathematics

https://www-fourier.univ-grenoble-alpes.fr/~parisse/giac.html
1•bobajeff•12m ago•0 comments

Revealed: Facebook AI accounts spreading fake political 'good news'

https://www.independent.co.uk/news/uk/politics/facebook-ai-post-nigel-farage-full-fact-b2977352.html
2•01-_-•13m ago•0 comments

On reading Iain M. Banks

https://matiasseidler.substack.com/p/on-reading-iain-m-banks
1•pseudolus•14m ago•0 comments

Observations on AI agent token consumption

https://willhackett.com/agent-token-consumption/
1•speckx•14m ago•0 comments

Show HN: RAGDebugger – observability – retrieval-augmented generation pipeline

https://www.ragdebugger.com/
1•vasan_natarajan•17m ago•0 comments

The Rage of the Billionaires Is Coming

https://www.thebignewsletter.com/p/monopoly-round-up-the-rage-of-the
5•aworks•17m ago•0 comments

Drake Equation Calculator

https://mendiak.github.io/drake.equation/
1•surprisetalk•18m ago•0 comments

The Next War Is Here. the West Isn't Ready. [audio]

https://www.latent.space/p/the-fourth-law
1•mooreds•18m ago•0 comments

Evil Recipe Blog (2025)

https://willmooney3.com/creation/evil-recipe-blog
1•mooreds•19m ago•0 comments

Captcha, Ergo Sum

https://badastronomy.beehiiv.com/p/captcha-ergo-sum
1•celias•19m ago•0 comments

Enemies of the Invisible Hand

https://www.thefreedomfrequency.org/p/letter-4-enemies-of-the-invisible
1•mooreds•20m ago•0 comments

EU plans to force companies to buy parts from non-Chinese suppliers

https://www.ft.com/content/57b4852c-f323-45b8-b8d0-5a6426dd781e
2•robtherobber•21m ago•0 comments

Homunctor – The Simplest Agent

https://github.com/abtinf/homunctor
1•abtinf•22m ago•1 comments

Capturing ideas with voice, local LLMs, and obsidian

https://aidenredmondd.substack.com/p/my-life-is-a-mess-2
1•clinicalred•23m ago•0 comments

Show HN: Dataset for AI training and fine tuning

https://neurvance.com/
2•Adam_SDDk•26m ago•0 comments

Steven Soderbergh defends using AI in a documentary about John Lennon

https://apnews.com/article/john-lennon-steven-soderbergh-ai-cannes-documentary-7794a4344ed455cae4...
1•smurda•26m ago•0 comments

AI Revenue May Jump 5x to $200B This Year as Spending Race Intensifies

https://www.fidelity.com/news/article/company-news
1•gluke_bywalker•27m ago•0 comments

New arsenal jersey with Deel (YC) on the sleeves

https://arsenaldirect.arsenal.com/Football-Shirts-and-Kit/Home/Arsenal-adidas-26-27-Authentic-Hom...
3•aaqaishtyaq•29m ago•0 comments

We engineered RAG to be 50% faster

https://elevenlabs.io/blog/engineering-rag
1•ChicknNuggt•29m ago•0 comments