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

https://github.com/agaz1985/umberto
2•adale•8mo 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: Run Apps Like DaVinci, Blender Even from a Chromebook

https://twitter.com/Rounacc/status/2021748430469754990
1•Rounak2002•1m ago•0 comments

Show HN: WinClaw – Windows AI assistant, Office automation, infinite Skills

https://github.com/itc-ou-shigou/winclaw
1•winclaw-dev•1m ago•0 comments

Yifi: A macOS menu bar app that monitors your network health in real time

https://github.com/itsnauman/yifi
1•naumanxyz•8m ago•1 comments

Show HN: How to challenge technical assumptions before they cost you

https://platformtoolsmith.com/blog/challenging-assumptions/
1•sharp-dev•9m ago•0 comments

Show HN: 3D and World Models for Consistent AI Filmmaking

https://getartcraft.com/news/world-models-for-film
1•echelon•11m ago•0 comments

The Solution to Prompt Injection: Mapping SSL/TLS Trust Architecture onto LLMs [pdf]

https://solvingpromptinjection.com/wp-content/uploads/solution-to-prompt-injection.pdf
1•detroitwebsites•17m ago•0 comments

Don't give away to the gradient descent

https://carteakey.dev//blog/dont-give-away-to-the-gradient-descent/
1•carteakey•20m ago•0 comments

Shell and Skills and Compaction: Tips for long-running agents that do real work

https://developers.openai.com/blog/skills-shell-tips/
1•vinhnx•20m ago•0 comments

Anna's Archive 'Releases' Spotify Tracks, Despite Legal Pushback

https://torrentfreak.com/annas-archive-quietly-releases-millions-of-spotify-tracks-despite-legal-...
2•pabs3•26m ago•0 comments

Terms of Service

https://felix.dognebula.com/art/terms-of-service.html
1•luu•27m ago•0 comments

Healthcare Jobs Have Become the Engine of America's Labor Market

https://www.wsj.com/economy/jobs/healthcare-jobs-have-become-the-engine-of-americas-labor-market-...
2•petethomas•31m ago•0 comments

Benchmarking 8 remote browser providers with 250 concurrent AI agents

https://research.aimultiple.com/remote-browsers/
1•toliveistobuild•32m ago•1 comments

A language model made in Latin America, for Latin America

https://www.latamgpt.org/en
2•ofou•33m ago•1 comments

SpaceX Makes a Pivot, Wants to Build on the Moon Instead

https://www.universetoday.com/articles/spacex-makes-a-huge-pivot-wants-to-build-on-the-moon-instead
1•geox•33m ago•1 comments

Building Chess in about 350 lines of Clojure

https://www.sammystraus.com/#building-chess-in-about-350-lines-of-clojure
2•sammy0910•33m ago•0 comments

Show HN: Claude Remote

https://github.com/jamierpond/claude-remote
2•jamiepond•34m ago•2 comments

I found a way to reduce context redundancy 30-60%

https://www.triage-sec.com/blog/delta-ltsc
1•nicksec•35m ago•0 comments

Show HN: IQT – Why space feels panoramic and time feels fleeting

https://github.com/creatorrr/intrinsic-quality-theory
1•diwank•36m ago•0 comments

Mistral's revenues soar over $400M as Europe seeks AI independence

https://www.ft.com/content/664249e7-e8d5-4425-b397-ad3ed590b305
1•petethomas•37m ago•0 comments

Ask HN: What resources do you use to fill specialized positions?

1•jasbur•39m ago•0 comments

Show HN: Double blind entropy using Drand for verifiably fair randomness

https://blockrand.net/live.html
5•rishi_blockrand•41m ago•0 comments

US payment processor BridgePay outage lasts a week due to ransomware attack

https://www.bleepingcomputer.com/news/security/payments-platform-bridgepay-confirms-ransomware-at...
3•echo7394•42m ago•0 comments

How Do You Patch This? Red Team Down

https://github.com/moketchups/permanently-jailbroken
1•MoKetchups•43m ago•0 comments

Hyperliquidity Provider (HLP)

https://app.hyperliquid.xyz/vaults/0xdfc24b077bc1425ad1dea75bcb6f8158e10df303
2•andxor•43m ago•0 comments

We Bought the First Fake Toyota from China [video]

https://www.youtube.com/watch?v=_uoCadOum-A
1•JojoFatsani•43m ago•0 comments

Apple reportedly pushing back Gemini-powered Siri features beyond iOS 26.4

https://9to5mac.com/2026/02/11/apple-reportedly-pushing-back-gemini-powered-siri-features-beyond-...
4•doctoboggan•46m ago•0 comments

The Problem with LLMs

https://www.deobald.ca/essays/2026-02-10-the-problem-with-llms/
1•vinhnx•48m ago•0 comments

The Dark Side of This AI Startup's Super-Fast Growth

https://www.forbes.com/sites/rashishrivastava/2026/02/11/racist-videos-and-payment-problems-the-d...
2•echelon•49m ago•1 comments

Deriving the Fisher Equation from 2D Fluid Dynamics (SSRN)

https://ssrn.com/abstract=6152150
1•alex_w_systems•51m ago•0 comments

Mathematicians Are Putting A.I. To the Test

https://www.nytimes.com/2026/02/07/science/mathematics-ai-proof-hairer.html
1•sonabinu•53m ago•0 comments