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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

Verifiers First, Rubrics Second

https://rlafuente.com/posts/2026-10-11-agent-evals-4-verifiers-first-rubrics-second.html
1•andes314•1m ago•0 comments

HoverEnhance is a free Mac app that surfaces useful stuff on-hover

https://hoverenhance.com/
1•jesse_dot_id•3m ago•1 comments

Show HN: Rebuilt our directory of 241 AI tools for hardware engineering

https://productflo.io/ai-tools
1•Sergekad0•4m ago•0 comments

Bend Oregon elementary school active shooter killed; Multiple victims reported

https://katu.com/news/local/bend-police-responding-to-reported-active-shooter-situation-at-silver...
1•panny•5m ago•0 comments

AI Building vs. AI Buying: The Transatlantic Split

https://www.apollo.com/wealth/insights-news/insights/daily-spark/ai-building-vs-ai-buying-the-tra...
1•akyuu•5m ago•0 comments

What happens when you message a Grok Bot

https://www.peterp.me/articles/what-actually-happens-when-you-message-grok-bot/
1•thegreatpeter•6m ago•0 comments

Show HN: Asked LLM to show the most stereotypical man/woman for each country

https://anvaka.github.io/imaginary-faces/#
2•anvaka•6m ago•1 comments

Neon Ships Neon Realtime with Postgres Live Queries

https://neon.com/blog/neon-now-has-realtime
2•andrelandgraf•7m ago•0 comments

Polymorphism (Part 1): Stop Teaching "Dog Extends Animal"

https://xenoterracide.com/polymorphism-part-1-stop-teaching-dog-extends-animal-d866e681c516?sk=1e...
2•rmason•7m ago•1 comments

Show HN: An improved kokoro distillation in 9MB

https://huggingface.co/spaces/MithrilMan/teacher-in-the-loop
1•mithrilman•7m ago•0 comments

We fired the frontier model from two AI pipelines. Here are the receipts

https://seldon-ai.com/blog/we-fired-the-frontier-model
1•nlpnerd•8m ago•0 comments

AI Research Tools – Literature Discovery, LaTeX and Reproducibility

https://github.com/mahmoudsajjadi/awesome-ai-research-tools
1•mahmoudsajjadi•9m ago•0 comments

Show HN: Drift – Hot air balloon simulator

https://hakancn.com/drift/
1•dcdr•10m ago•0 comments

Laggards, Luddites, and the Lost

https://zkrhass.com/writing/laggards-luddites-and-the-lost
1•zkrhass_•11m ago•0 comments

ChatGPT Dot Review: Your Chief of Staff Is Still an Intern

https://metedata.substack.com/p/chatgpt-dot-review-your-chief-of
1•young_mete•12m ago•0 comments

Europe Is Financing the US AI Buildout

https://www.apollo.com/wealth/insights-news/insights/daily-spark/europe-is-financing-the-us-ai-bu...
1•akyuu•15m ago•0 comments

Human Authored Certification

https://authorsguild.org/human-authored/
1•pluc•15m ago•0 comments

SubQ Snap: A Long-Context Decision Model for Enterprise Agents

https://subq.ai/introducing-subq-snap
1•2001zhaozhao•15m ago•0 comments

Show HN: Endo – A Higher-Order Harness

https://github.com/longsurf-ai/endo
2•Warren93•16m ago•0 comments

Gotify: A simple server for sending and receiving messages

https://gotify.net/
1•luispa•18m ago•0 comments

A Better Benchmark Harness for SRE Agents

https://www.pagerduty.com/resources/ai/learn/sre-agent-benchmark-report/
1•Epixors•19m ago•0 comments

Factor 0.102 Now Available

https://re.factorcode.org/2026/10/factor-0-102-now-available.html
1•birdculture•19m ago•0 comments

AI Coding Tools – Architecture, Local LLMs and SWE-Bench

https://github.com/mahmoudsajjadi/awesome-ai-coding-tools
1•mahmoudsajjadi•19m ago•0 comments

Expedia Amazoned Hotel Rooms

https://pluralistic.net/2026/10/15/enshittipedia/
2•hn_acker•19m ago•0 comments

Window Tiling on macOS, Scoped to Your Space

https://scopo.app/features/window-tiling
1•Leftium•20m ago•1 comments

We're Asking the Wisconsin Supreme Court to End Warrantless ALPR Searches

https://www.eff.org/deeplinks/2026/10/were-asking-wisconsin-supreme-court-end-warrantless-alpr-se...
1•hn_acker•20m ago•0 comments

Show HN: A music notation editor Claude can edit while you watch [video]

https://www.youtube.com/watch?v=lJOV3wvAOb4
1•yetanotheruser•21m ago•0 comments

11th Circuit Says Cliffhangers Are Not Speech; Greenlights Social Media Age Gate

https://www.techdirt.com/2026/10/15/eleventh-circuit-says-cliffhangers-are-features-not-speech-as...
2•hn_acker•23m ago•1 comments

Character.ai files for bankruptcy following suits alleging ties to teen suicides

https://www.cnn.com/2026/10/13/tech/character-ai-bankruptcy-filing
1•pseudolus•23m ago•1 comments

Faster, Better, Stronger is not a Strategy

https://serce.me/posts/2026-10-16-faster-better-stronger-is-not-a-strategy
1•SerCe•23m ago•0 comments