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

https://github.com/agaz1985/umberto
2•adale•7mo 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

AlphaFold and the Rise of the AI Co-Scientist

https://techlife.blog/posts/ai-transforms-scientific-discovery-alphafold-ai-co-scientist/
1•tsenturk•1m ago•0 comments

CS 4400: Programming Language Pragmatics

https://felleisen.org/matthias/4400-f25/index.html
1•danielam•3m ago•0 comments

Ghosts of Christmas Future?

https://www.theguardian.com/commentisfree/picture/2025/dec/23/ella-baron-ai-at-christmas-chatgpt-...
1•Freak_NL•4m ago•0 comments

AI Skills 2025: LangChain, RAG and MLOps–The Complete Guide

https://techlife.blog/posts/ai-skills-2025-langchain-rag-mlops-guide/
1•tsenturk•4m ago•0 comments

Regular Exercise Doesn't Just Strengthen the Heart, It Reprograms Its Nerves

https://scitechdaily.com/regular-exercise-doesnt-just-strengthen-the-heart-it-reprograms-its-nerves/
1•manidoraisamy•7m ago•0 comments

TermsTooLong: Plain-language analysis of Terms and Conditions

https://www.termstoolong.com/
1•thunderbong•8m ago•0 comments

The Egghead Breach of 2000

https://dfarq.homeip.net/the-egghead-breach-of-2000/
1•speckx•8m ago•0 comments

Unix "find" expressions compiled to bytecode

https://nullprogram.com/blog/2025/12/23/
1•ibobev•11m ago•0 comments

Static Allocation for Compilers

https://matklad.github.io/2025/12/23/static-allocation-compilers.html
1•ibobev•12m ago•0 comments

A Guardrail for Safety and Adversarial Robustness in Modern LLM Systems

https://huggingface.co/blog/ServiceNow-AI/aprielguard
1•ibobev•12m ago•0 comments

Vulnhalla: Picking the true vulnerabilities from the CodeQL haystack

https://www.cyberark.com/resources/threat-research-blog/vulnhalla-picking-the-true-vulnerabilitie...
1•asphinx•15m ago•0 comments

ReadAloud – Hear anything on you Mac

https://readaloud-sigma.vercel.app/
1•0nabilbk•19m ago•0 comments

I'm returning my Framework 16

https://yorickpeterse.com/articles/im-returning-my-framework-16/
1•YorickPeterse•22m ago•0 comments

Agentic Tool Extraction: Multi-turn attacks that expose AI agents

https://www.giskard.ai/knowledge/agentic-tool-extraction-multi-turn-attack-that-exposes-the-agent...
1•alexcombessie•23m ago•0 comments

Antigravity using development port 9092

1•Arsenik1•23m ago•0 comments

Show HN: Leash – Security guardrails for AI coding agents

https://github.com/melihmucuk/leash
1•melihmucuk•24m ago•0 comments

Show HN: Stackup – Configure your dev env for cross-platform

https://github.com/ARAldhafeeri/stackup
1•araldhafeeri•24m ago•0 comments

How the Pandemic Lockdowns Changed a Songbird's Beak

https://www.nytimes.com/2025/12/15/science/covid-ecology-anthropause-birds.html
2•bookofjoe•25m ago•1 comments

Ask HN: Do coding agents optimize the wrong review step

2•wsxiaoys•29m ago•0 comments

US delays announcement of China chip tariffs until June 2027

https://www.reuters.com/world/china/us-impose-tariffs-chips-china-2025-12-23/
1•giuliomagnifico•29m ago•0 comments

Davy Lamp

https://en.wikipedia.org/wiki/Davy_lamp
2•pinkmuffinere•30m ago•0 comments

Christmas Memory Game

https://evexmas.vercel.app/
1•haebom•31m ago•2 comments

Why Palantir is becoming a risky bet for Switzerland

https://www.swissinfo.ch/eng/war-peace/why-palantir-is-becoming-a-risky-bet-for-switzerland/90666335
2•andsoitis•32m ago•0 comments

Unix V4 tape recovered: First ever version of Unix written in C is running again

https://www.theregister.com/2025/12/23/unix_v4_tape_successfully_recovered/
2•HelloUsername•33m ago•1 comments

Show HN: InfiniDB – The Unreliable Database of Everything

https://tncardoso.com/blog/2025/12/infinidb-the-unreliable-database-of-everything/
1•zibisco•33m ago•0 comments

Psychec: ML-style type inference for C

https://github.com/ltcmelo/psychec
1•fanf2•35m ago•0 comments

Implementation of optimized vector of strings in C++ in SumatraPDF

https://blog.kowalczyk.info/a-u2y2/implementation-of-optimized-vector-of-strings-in-c-in-sumatrap...
1•jandeboevrie•35m ago•0 comments

Show HN: LoongArch Userspace Emulator

https://github.com/libriscv/libloong
2•fwsgonzo•37m ago•0 comments

Show HN: I scraped Honey's affiliate database and now sharing the analysis

https://ecomscout.com/reports/paypal-honey-dataset
1•germa•43m ago•0 comments

The Breachies 2025: The Worst, Weirdest Most Impactful Data Breaches of the Year

https://www.eff.org/deeplinks/2025/12/breachies-2025-worst-weirdest-most-impactful-data-breaches-...
4•thread_id•43m ago•0 comments