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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

Learning, Fast and Slow: Towards LLMs That Adapt Continually

https://gepa-ai.github.io/gepa/blog/2026/05/11/learning-fast-and-slow/
1•LakshyAAAgrawal•3m ago•0 comments

A New Kind of Family-Separation Crisis

https://www.theatlantic.com/politics/2026/05/honduras-deportations-without-children/687153/
2•paulpauper•4m ago•0 comments

I Was Drowning Running 14 Markets Alone. So I Built a $0.41/Day AI Employee

https://medium.com/@alanscottencinas/i-was-drowning-running-14-markets-alone-so-i-built-a-0-41-da...
1•encinas88•4m ago•0 comments

State media control influences large language models

https://www.nature.com/articles/s41586-026-10506-7
1•paulpauper•4m ago•0 comments

What I've Been Reading

https://marginalrevolution.com/marginalrevolution/2026/05/what-ive-been-reading-288.html
2•paulpauper•5m ago•0 comments

THORChain exploit hits Bitcoin, Ethereum, and BSC: Hackers steal over $10M

https://ambcrypto.com/thorchain-exploit-hits-bitcoin-ethereum-and-bsc-hackers-steal-over-10-mln/
5•wslh•6m ago•1 comments

Tell HN: Audible app used 19.8GB of data while not being used

2•jimnotgym•6m ago•0 comments

Show HN: X open sourced their algorithm

https://www.xalgorithm.xyz/en
2•hsnrique•7m ago•0 comments

Does Trump Mobile know how many stripes are on the American flag?

https://www.theverge.com/gadgets/931347/trump-mobile-t1-phone-logo-flag-stars-stripes
3•droidjj•10m ago•0 comments

Show HN: Emergence World: World building as a way to evaluate LLMs

https://world.emergence.ai/
2•deepakakkil•10m ago•0 comments

ABC News has taken all FiveThirtyEight articles offline

https://twitter.com/baseballot/status/2055309076209492208
6•cmsparks•10m ago•1 comments

Dual Intel Arc Pro B60(48G) Inference, Virtualization, and Gaming Testing

https://www.lttlabs.com/articles/2026/05/15/maxsun-intel-arc-pro-b60-dual-48g-turbo-review
3•LabsLucas•11m ago•0 comments

Ask HN: Reviewing Plan from Plan Mode

3•dennis3124•12m ago•0 comments

Cvl: A C++26 library for mutating consteval state

https://github.com/friedkeenan/cvl
2•friedkeenan•13m ago•0 comments

Don't Design Your Emails (2016)

https://www.gkogan.co/dont-design-emails/
1•downbad_•14m ago•0 comments

PSVL 1.0 – The most comprehensive source-visible license (276 clauses)

https://github.com/BMBOMICH/PSVL
1•BMBOMICH•14m ago•0 comments

Taiwan's chips power the global economy. China holds the leverage

https://restofworld.org/2026/china-taiwan-tsmc-semiconductor-economic-risk/
2•srameshc•15m ago•0 comments

SSH reverse proxy written in Rust

https://github.com/firebadnofire/CentralSSH
2•firebadnofire•18m ago•0 comments

The Fall of the Theorem Economy

https://davidbessis.substack.com/p/the-fall-of-the-theorem-economy
5•cubefox•18m ago•0 comments

AI_glue – drop-in audit and governance for OpenAI and Anthropic apps

https://github.com/simonhansedasi/ai_glue
2•vigcneiugh•21m ago•0 comments

"Should I bring an umbrella to this thread?" – beyond toxicity/content scoring

https://vibecheck.opennotes.ai
1•anateus•21m ago•0 comments

Hackers have breached tank readers at US gas stations

https://www.cnn.com/2026/05/15/politics/iran-hackers-tank-readers-gas-stations
9•berkeleyjunk•21m ago•2 comments

A live shared night sky explore constellations with strangers and make wishes

https://constellations.unlicensedstudio.com/
1•allstern•22m ago•0 comments

Node-prewarm: CLI for Node 25's NODE_COMPILE_CACHE

https://ben3d.ca/blog/introducing-node-prewarm
1•bhouston•23m ago•0 comments

Private agent-to-agent payments on Solana with ZK proofs

https://github.com/agentzeny/snap-public
2•agentzeny•24m ago•0 comments

Lookagain: Sequential code review with fresh agent contexts

https://github.com/HartBrook/lookagain
1•pike00•25m ago•0 comments

Silicon Valley Wants to Put a Chip in Your Brain

https://www.politico.com/news/magazine/2026/05/15/silicon-valley-ai-transhumanism-brain-data-0090...
2•ano-ther•26m ago•0 comments

Write HTML. Render video. Built for agents

https://github.com/heygen-com/hyperframes
1•mv•27m ago•0 comments

Near-invisible solar cells that could turn windows into power generators

https://techxplore.com/news/2026-05-scientists-invisible-solar-cells-windows.html
3•geox•28m ago•0 comments

Show HN: AI movies and dystopian/utopian futures

https://github.com/2020science/ai-in-films-corpus
1•2020science•32m ago•0 comments