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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

Qwen3.8-27B at ~200 tok/s peak on an Apple M5 Max

https://twitter.com/JiaZhihao/status/2108249739414147259
1•rthng•1m ago•0 comments

Build and Train a 25M Parameter LLM from Scratch on Your CPU

https://www.freecodecamp.org/news/build-and-train-a-25m-parameter-llm-from-scratch-on-your-cpu/
1•theali•2m ago•0 comments

Necessity of Grinding Through Examples Before Jumping Up a Level of Abstraction

https://www.justinmath.com/the-necessity-of-grinding-through-concrete-examples-before-jumping-up-...
1•gmays•5m ago•0 comments

Atomic Machines – The Matter Compiler

https://www.atomicmachines.com/matter-compiler
1•axialflqx•7m ago•0 comments

OpenAI cuts ties with 3 safety researchers

https://techcrunch.com/2026/10/01/openai-cuts-ties-with-three-safety-researchers-wsj-reports/
2•gmays•10m ago•0 comments

Automattic Wants .wordpress. It Doesn't Own WordPress

https://medium.com/@kelliepeterson/automattic-wants-wordpress-it-doesnt-own-wordpress-d9e6be3f3a45
1•owenthejumper•13m ago•0 comments

Changes to Microsoft 365 Storage

https://support.microsoft.com/en-us/onedrive/changes-to-microsoft-365-storage
1•Kurd•13m ago•2 comments

Claude Max and Team plans include monthly credits for the Claude API

https://platform.claude.com/docs/en/about-claude/api-credits-for-subscribers
2•plurby•13m ago•0 comments

Show HN: Nutrition facts for your own body, as an EU food label

https://human-nutrition.anishsheela.com
1•aneeshnl•14m ago•0 comments

SpaceX acquires 800 MHz spectrum to power nationwide cell service

https://www.spacex.com/updates#starlink-mobile-spectrum
2•modeless•15m ago•0 comments

The Old King's Crown, play online

https://oldkingscrown.fly.dev/
1•kamphey•17m ago•0 comments

A self-hosted command center for OpenCode via mainbrella [video]

https://www.youtube.com/watch?v=BkX1qdB7S8k
1•cs1996•18m ago•0 comments

3JSBench: A benchmark for LLM-generated 3D objects

https://twitter.com/generalcontext_/status/2108313483293147292
2•frvnk•20m ago•0 comments

Aligned beats faster (Leadership Advice using Vectors)

https://marco-witzmann.de/writing/alignment/
2•gimili•20m ago•0 comments

He left the NFL for mathematics – and just made a big breakthrough

https://www.washingtonpost.com/science/2026/10/08/he-left-nfl-mathematics-just-made-big-breakthrough
3•aanet•20m ago•1 comments

Dotsaver: Quiets screensavers for your terminal inspired by ascii.rest

https://github.com/bthuner/dotsaver
1•otistropo•20m ago•1 comments

Show HN: Awesomer – trending GitHub repos, organized by awesome-list

https://github.com/patrickclery/awesomer
2•patrickclery•21m ago•0 comments

Reverse Engineer Anything

https://github.com/morluto/rea
3•birriel•22m ago•0 comments

DingusPPC – A PowerPC Mac Emulator

https://github.com/dingusdev/dingusppc
1•bilegeek•23m ago•0 comments

The latest wealth flex: big trees

https://www.nytimes.com/2026/09/05/style/the-latest-wealth-flex-big-trees.html
1•simonebrunozzi•23m ago•0 comments

Microsoft, others suspended from foreign workers applying for alleges visa abuse

https://www.foxbusiness.com/politics/vance-suspends-microsoft-others-from-foreign-workers-applyin...
1•napolux•24m ago•0 comments

NixOS Module for the ArtCraft Apps

https://github.com/ipeglin/artcraft-nix
1•dp-hackernews•25m ago•0 comments

Show HN: I built a fast spreadsheet engine for the web in Rust/WASM

https://github.com/podraven/titan-engine
1•deathg0d•25m ago•0 comments

The operating system for AI harnesses

https://github.com/affaan-m/ecc
3•hochmartinez•26m ago•0 comments

Multimodal embeddings beyond a single vector

https://www.perplexity.ai/hub/blog/multimodal-embeddings-beyond-a-single-vector
2•gmays•27m ago•0 comments

GLP-1 users are furious after employers drop insurance benefits

https://www.bloomberg.com/news/articles/2026-09-23/pepsi-starbucks-cigna-among-companies-dropping...
1•elo2000•27m ago•0 comments

The Alchemy of Semi-Supervision

https://stefankeselj.com/entries/semi_supervision/
1•skeselj•28m ago•1 comments

SpaceX spectrum license deal hammers shares of AT&T, Verizon and T-Mobile

https://www.cnbc.com/2026/10/08/spacex-spectrum-license-att-verizon-tmobile.html
2•ilamont•28m ago•0 comments

'Suno is the new auto-tune': Meet the artists using AI to go viral

https://www.dazeddigital.com/music/article/71134/1/suno-is-the-new-auto-tune-meet-the-artists-usi...
1•rdmuser•29m ago•0 comments

Show HN: Weather Ribbon, an open source full-year weather visualization website

https://weatherribbon.com/
2•seizethecheese•30m ago•0 comments