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

https://github.com/agaz1985/umberto
2•adale•1y 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

Claude Code burns ~15–20% of your tokens on a 3-word status line

https://gist.github.com/flamerix-ai/c3905705cc4205e5de3011fa2e74efce
1•NikZaal•28s ago•0 comments

Mech Turk Alternatives

https://services.deepen.ai/guides/mturk-alternatives
2•mmusa•9m ago•0 comments

Tools, 17 with write access: How AI platforms bound agent authority

https://www.antalpha.com/en-us/blog/120-tools-17-that-can-write-how-four-platforms-bound-an-ai-ag...
2•Nina_antalpha•16m ago•0 comments

Quick thoughts about the new MacBook Pro

https://sixcolors.com/post/2026/10/quick-thoughts-about-the-new-macbook-pro/
1•tambourine_man•17m ago•0 comments

PS4 Dashboard Ported to Roblox

https://www.gamesradar.com/games/a-working-ps4-dashboard-was-ported-to-roblox-alongside-games-lik...
1•avaer•19m ago•0 comments

Top Dartmouth Leader Steps Down over Undisclosed A.I. Use in Writings

https://www.nytimes.com/2026/10/28/us/dartmouth-santiago-schnell-ai.html
1•osnium123•22m ago•1 comments

Soccer star Kylian Mbappé apologizes for apparent reference to Mao as a dictator

https://apnews.com/article/china-mbappe-companies-mao-zedong-837fee251df278d5657894ec226fa069
1•nonethewiser•27m ago•2 comments

AI startup hacked Anthropic, gains access to employee details, internal messages

https://www.techradar.com/pro/security/ai-startup-claims-it-hacked-anthropic-in-12-hours-gains-ac...
1•cpeterso•28m ago•1 comments

Fixing Stack Overflow's toxicity with $500

https://sadok.mx/blog/fixing-stack-overflow/
1•sadok•31m ago•0 comments

Richest 0.1% (8M) produce more carbon pollution than 3.5B

https://www.oxfam.org/en/press-releases/ultra-rich-01-produce-more-carbon-pollution-nearly-half-h...
14•botanical•32m ago•0 comments

Shown HN: mcp4api for converting OpenAPI to MCP Server

https://pypi.org/project/mcp4api
1•smusali•33m ago•0 comments

America waged war on drunk driving, now a new epidemic is taking hold

https://www.sfchronicle.com/projects/2026/drugged-driving-epidemic/
2•nozzlegear•33m ago•0 comments

Inspecting Local Data with Azure Cosmos DB Shell

https://devblogs.microsoft.com/cosmosdb/inspecting-local-data-with-azure-cosmos-db-shell/
1•greaterdela•34m ago•0 comments

Show HN: Dev Null News, a daily paper so you don't have to read every merged PR

https://dnn.sh/
1•youio•39m ago•0 comments

Zephyr RTOS 4.5 Now Available

https://www.zephyrproject.org/zephyr-rtos-4-5-now-available-two-new-architectures-multimedia-pipe...
1•voxadam•40m ago•0 comments

Scientists trap and tame a single particle of antimatter for months

https://news.northwestern.edu/stories/2026/10/scientists-trap-and-tame-a-single-particle-of-antim...
1•gmays•45m ago•1 comments

Come Back and Back AI

https://comebackandback.com/
1•HAXU4•48m ago•0 comments

QCurve – An offline Android music player with a custom C++ DSP engine

https://play.google.com/store/apps/details?id=com.qcurve.player&hl=en_US
1•codewillex•49m ago•0 comments

United Starlink Tracker

http://starlinktracker.united.com/
2•craigkerstiens•50m ago•1 comments

The Quiet Part – a lesson on AI and jobs, built and narrated by AI

https://thequietpart.ai/?src=hn
2•BlueOctave•51m ago•0 comments

Deep Learning Alchemy – Stanford CS 312

https://deep-learning-alchemy.github.io/
1•simonpure•51m ago•0 comments

Agentic CI/CD with Azure Cosmos DB: Isolated Envs for a Swarm of AI Agents

https://devblogs.microsoft.com/cosmosdb/agentic-ci-cd-with-azure-cosmos-db-isolated-environments-...
1•jaydestro•56m ago•0 comments

a

https://finance.yahoo.com/markets/article/what-robinhoods-cfo-found-interesting-about-anthropics-...
4•fascinnn•56m ago•1 comments

Epileptic woman dies after going to ChatGPT for medical advice

https://www.abc10.com/article/news/nation-world/epileptic-woman-dies-chatgpt-medical-advice-famil...
1•BrokenCogs•57m ago•1 comments

OpenAI API Credits of 100/200/500 on Pro Plans

https://help.openai.com/en/articles/20001626-api-credits-benefit-for-eligible-chatgpt-subscriptio...
1•super_linear•57m ago•0 comments

Admin

https://admin.google.com/ac/accountchooser?continue=https://admin.google.com/ac/home?hl%3Den%26ra...
1•liamhtdjyrd•59m ago•0 comments

Declaring a National Emergency to Secure the United States Bulk-Power System

https://www.whitehouse.gov/presidential-actions/2026/08/declaring-a-national-emergency-to-secure-...
1•freakynit•1h ago•1 comments

Designing a SIMD Algorithm from Scratch (2023)

https://mcyoung.xyz/2023/11/27/simd-base64/
1•davikr•1h ago•1 comments

How Big Is a Billion Dollars?

https://www.realworth.io/how-big-is-a-billion-dollars
2•gmays•1h ago•0 comments

I built a Chrome extension that shows you a web page the way AI crawlers see it

https://lumi-geo.pages.dev/
3•GoarDev•1h ago•0 comments