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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

Show HN: ReachKit – a discoverability score for your product, and plan to fix it

https://reachkit.app
1•timcliffordIE•1m ago•0 comments

Show HN: A terminal glued to the macOS dock

https://github.com/palamim/starboard
1•leopalamim•3m ago•0 comments

FelonyBench – The leading benchmark for AI in cybersecurity

https://felonybench.org/
2•q3k•6m ago•0 comments

Building a local-first family tree app

https://purplehoisin.com/own-your-family-tree/
1•fersarr•10m ago•0 comments

Cezar: A parallel coding agents orchestrator

https://github.com/open-mercato/cezar
1•zaiste•13m ago•0 comments

AI Agents Governance: Who guards the guardrails?

https://www.nofire.ai/blog/who-audits-the-ai-agent
3•spirosoik•14m ago•0 comments

Senate Panel Has Obtained Copy of Fauci's Cellphone

https://www.nytimes.com/2026/08/05/us/politics/fauci-phone-senate.html
2•ianeff•14m ago•0 comments

A year of AI disclosure in critical packages

https://nesbitt.io/2026/08/06/a-year-of-ai-disclosure-in-critical-packages.html
1•omkar-foss•15m ago•0 comments

AI music generator Suno loses copyright infringement legal case

https://www.nme.com/news/music/ai-music-generator-suno-loses-copyright-infringement-legal-case-39...
1•passwordoops•20m ago•0 comments

Vista: A Visual Harness for Reasoning in an Interactive World

https://vista-research.github.io/
1•haxfenx•22m ago•0 comments

Cloudflare OS: great insight into how to embrace internal AI demand securely

https://cephalosec.com/blog/cloudflare-os-insights-on-embracing-internal-ai-growth-securely/
1•Versipelle•22m ago•0 comments

Time Magazine has a separate version of its website with ads only AI can see

https://www.theregister.com/ai-and-ml/2026/08/05/time-magazine-has-a-separate-version-of-its-webs...
1•rguiscard•23m ago•0 comments

Slow Light Communications

https://medium.com/luminasticity/slow-light-communications-81bdd7a87afe
1•bryanrasmussen•24m ago•0 comments

You Should Almost Never Use AI to Write Anything Substantive

https://www.erichgrunewald.com/posts/why-i-think-you-should-almost-never-use-ai-to-write-anything...
1•erwald•25m ago•0 comments

Stillsane: Detect silent quality drift in deployed LLM apps

https://pypi.org/project/stillsane/
1•MSanket9•26m ago•0 comments

Grounded document extraction with bounding-box citations

https://pspdfkit.github.io/nutrient-extraction-samples/
1•marakiii•27m ago•0 comments

Turning Air into Alcohol [video]

https://www.youtube.com/watch?v=ID-K64Jk6JM
1•DiscourseFan•29m ago•0 comments

HCC – local-first, cross-agent memory layer (98% cache hit, $40/mo)

https://github.com/icemaple77/hanyan-cognitive-core
1•icemaple77•29m ago•0 comments

Products make going back unimaginable

https://datawarrior.medium.com/the-best-products-make-going-back-unimaginable-30049de81568
1•nikolamilosevic•32m ago•0 comments

Chrysalis (hypothetical moon) and Saturn's rings

https://en.wikipedia.org/wiki/Chrysalis_(hypothetical_moon)
1•simonebrunozzi•32m ago•0 comments

Show HN: My free web dev courses, no signup, with exercises

https://en.andros.dev/courses/
1•andros•35m ago•0 comments

The Aikido Machine: on-prem AI pentesting that never leaves your network

https://www.aikido.dev/blog/the-aikido-machine-on-prem-ai-pentesting-that-never-leaves-your-network
1•ultra2d•36m ago•0 comments

Show HN: Rask – The .NET One Person Framework

https://pal-tamas.github.io/rask/
1•pal-tamas•37m ago•0 comments

Using Git diffs to circumvent Fable's safeguards

https://blog.j11y.io/2026-07-18_Jailbreaking-Fable-disinformation/
2•padolsey•38m ago•0 comments

ESPBanking – Offline, local banking server running on a single ESP32

https://github.com/dumasha05/ESPBBanking1/blob/main/README.md
1•Dumasha05•38m ago•0 comments

Anthropic is hiring an AI chip design team

https://techcrunch.com/2026/08/05/anthropic-is-hiring-an-ai-chip-design-team/
2•mpfect•38m ago•0 comments

Claude Fable 5 finds a tiny formula that topples an 87-year-old math conjecture

https://www.sciencedaily.com/releases/2026/08/260804034634.htm
3•theanonymousone•42m ago•0 comments

1 RCE, 2 AI models, 0 ways to tell who was right

https://zhenyi.gibber.blog/1-rce-2-ai-models-0-ways-to-tell-who-was-right
1•zhenyi•42m ago•0 comments

We built a local SQL engine for DynamoDB

https://dynotable.com/blog/local-sql-engine-for-dynamodb
2•dynotable•43m ago•1 comments

Train the AI to Want to Die

https://slimemoldtimemold.com/2026/08/05/a-stupid-idea-for-ai-alignment-we-came-up-with-by-lookin...
1•mrcgnc•45m ago•0 comments