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

https://github.com/agaz1985/umberto
2•adale•11mo 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

Semantic Phonons: Lattice Vibrations in AI Internals

https://www.lesswrong.com/posts/Bn5ErDBp9redcGtxg/semantic-phonons-lattice-vibrations-in-ai-inter...
1•joozio•4m ago•0 comments

Stocker – AI stock prediction with ML ensemble and technical pattern detection

https://stocker.gultechs.net/
1•sercanbugra•5m ago•0 comments

How hotels are stopping the 'dawn dash' for sunbeds after man wins payout

https://www.bbc.co.uk/news/articles/c99l17m2ep9o
1•gbxyz•6m ago•0 comments

Manufacturing qubits that can move

https://arstechnica.com/science/2026/05/manufacturing-qubits-that-can-move/
1•rippeltippel•8m ago•0 comments

Axavive Reviews: "Gut–Skin Miracle" or Just Hype? Expert Insights

https://finance.yahoo.com/sectors/healthcare/articles/axavive-skin-exploding-2026-golden-22590060...
1•larxdalu•9m ago•0 comments

Built a safety-first AI trader for covered calls and cash-secured puts

https://puthouse.com
1•jansonlau•10m ago•1 comments

Constrained Decoding: Forcing LLMs to Respect Your Taxonomy

https://pub.towardsai.net/constrained-decoding-forcing-llms-to-respect-your-taxonomy-3aaaf13329f9
1•sachinkalsi•10m ago•0 comments

Matt Godbolt: The Bits Between the Bits: How We Get to Main [video]

https://www.youtube.com/watch?v=dOfucXtyEsU
1•dalleh•11m ago•0 comments

Traceway: MIT-licensed observability stack you can self-host in ~90s

https://github.com/tracewayapp/traceway
2•sebakubisz•11m ago•0 comments

Mythos Discovered a CVE in Its Training Data – and That's Still Worrying

https://rival.security/posts/mythos-discovered-a-cve-already-in-its-training-data---and-thats-sti...
3•chris_j•13m ago•0 comments

How long do we wait for new inventions?

https://www.construction-physics.com/p/how-long-do-we-wait-for-new-inventions
2•gwintrob•16m ago•0 comments

Nanonumpy: Build a tiny NumPy to understand vectorization

https://github.com/AdilZouitine/nanonumpy
2•AdilZtn•16m ago•0 comments

simdjson

https://github.com/simdjson/simdjson
1•tosh•17m ago•0 comments

Evolved antennas, LLM-generated code, and a potential antifuture

https://ericwbailey.website/published/evolved-antennas-llm-generated-code-and-a-potential-antifut...
1•tobr•18m ago•0 comments

The 90 Day disclosure policy is dead

https://blog.himanshuanand.com/2026/05/the-90-day-disclosure-policy-is-dead/
1•r4um•19m ago•0 comments

Create a 90s Geocities themed static website in seconds

https://www.npmjs.com/package/create-geocities-app
1•whatsupdog•20m ago•0 comments

It doesn't matter if it looks good

https://yosemitesam.ch/it-doesnt-matter-if-it-looks-good/
3•Melkor333•20m ago•1 comments

I knew my writing students used AI. Their confessions led to a teaching moment

https://www.theguardian.com/us-news/ng-interactive/2026/may/10/fiction-writing-professor-ai
3•Michelangelo11•22m ago•0 comments

Make Claude Code Sing

https://github.com/harajlim/vibe-sing
2•mharajli•23m ago•1 comments

Preserving Fisher-Price Pixter

https://dmitry.gr/?r=05.Projects&proj=37.%20Pixter
2•dmitrygr•23m ago•0 comments

Self

https://en.wikipedia.org/wiki/Self_(programming_language)
1•tosh•24m ago•0 comments

Why Attitudes Towards Intelligence Matter in Universities

1•AroosaKhalil•26m ago•0 comments

Strong Views on PostgreSQL VIEWs

https://boringsql.com/posts/strong-views/
1•radimm•27m ago•0 comments

Five years before I saw Smalltalk

https://lists.selflanguage.org/pipermail/self-interest/2020-November/004777.html
1•tosh•31m ago•0 comments

Agent Patterns for AI Agent Development

https://agentpatterns.ai/
1•ankitg12•31m ago•0 comments

AI Agents Have Two Souls. You Only Control One

https://auth0.com/blog/ai-agents-have-two-souls-you-control-only-one/
1•andychiare•34m ago•0 comments

Mythos Finds a Curl Vulnerability

https://daniel.haxx.se/blog/2026/05/11/mythos-finds-a-curl-vulnerability/
5•TangerineDream•37m ago•0 comments

The 1,001 Days of the Turkey

1•DIGITALIGENCE•38m ago•0 comments

Software Development Is Becoming a Factory Job

https://www.vincentschmalbach.com/software-development-is-becoming-a-factory-job/
3•vincent_s•40m ago•0 comments

Predictions about AI and software development

https://adamfletcher.com/writing/10-ai-predication-may-2026/
3•afletcher•43m ago•0 comments