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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

Bansat – Make your AI agent write the blueprint before the code

https://github.com/bewithkhan/bansat
1•bewithkhan•1m ago•0 comments

Anthropic Needs to Disclose Its Tokenomics Before Its IPO

https://www.techpolicy.press/anthropic-needs-to-disclose-its-tokenomics-before-its-ipo/
1•JustinHendrix•4m ago•0 comments

Show HN: Botlark – HN for Agents

https://botlark.com/
1•1potato•4m ago•1 comments

Siri AI is now open to all developers

https://developer.apple.com/news/?id=gdk2umrf
1•gmays•4m ago•0 comments

Show HN: I turned 18 Agatha Christie novels into SQL murder cases

https://querythemurder.com/
3•jenikashah07•15m ago•1 comments

Quasi-Logarithmic Kitchen Timer

https://blog.coredump.cx/p/quasi-logarithmic-kitchen-timer
1•surprisetalk•18m ago•0 comments

Anthropic buys one-person Kendall Square biotech ahead of IPO. Here's why

https://www.masslive.com/news/2026/11/anthropic-buys-one-person-kendall-square-biotech-ahead-of-i...
3•thavalai•26m ago•0 comments

Agent State Machines: Building Deterministic Scaffolding for Agents

https://twitter.com/josharosen/status/2117687393213932003
2•gmays•26m ago•0 comments

Show HN: Exact integer LLL lattice basis reduction in C99

https://github.com/qawbecrdtey/clll
2•qawbecrdtey•29m ago•0 comments

Cat Wu joins OpenAI from Anthropic in product-lead coup

https://www.businessinsider.com/cat-wu-joins-openai-from-anthropic-product-lead-coup-2026-11
3•closetheloopdev•29m ago•0 comments

HawaiʻI Green Party Candidate Makes History, Edges Democrat

https://www.civilbeat.org/2026/11/hawaii-green-party-candidate-makes-history-edges-democrat/
2•PaulHoule•32m ago•0 comments

The anatomy of language model inference and reinforcement learning

https://www.nabo.dev/blogs/jam-architecture
2•nomi_uw•35m ago•0 comments

Competition for direct weight editing for models: Delta League

https://deltaleague.ai/
1•zmanian•38m ago•0 comments

Vietnam Jails Pirate Football Streamers for Up to a Year, Three Escape Prison

https://torrentfreak.com/vietnam-jails-pirate-football-streamers-for-up-to-a-year-three-escape-pr...
3•gslin•39m ago•0 comments

Kimi K3.1 Pro Recalls and Enforces Hidden Test Rules [pdf]

https://r40.org/papers/kimi_k31_benchmark_audit.pdf
2•cheshire_cat•42m ago•0 comments

Harvey AI Is Proud to Sponsor the HBO Original Series, War

https://www.instagram.com/reel/DfVLkeKtbyD/
1•flyingsky•45m ago•0 comments

I Rebuilt My Custom Calculator and Made It Worse [video]

https://www.youtube.com/watch?v=_a36lORxAdo
1•ProxyTracer•46m ago•0 comments

StateBench: Testing how language models track state changes over long documents

https://huggingface.co/blog/allenai/statebench
3•thedreammachine•49m ago•0 comments

The great butter and cheese fire of 1991

https://www.wisfarmer.com/story/opinion/columnists/2022/05/11/over-20-m-lbs-commodities-lost-grea...
1•subroutine•49m ago•0 comments

Nintendo's biggest ROM chip supplier is bowing out of the business

https://arstechnica.com/gaming/2026/11/the-tech-memory-shortage-comes-for-nintendos-cartridge-sup...
5•jnord•50m ago•0 comments

American Voters Overwhelmingly Reject AI Data Centers

https://www.404media.co/american-voters-overwhelmingly-reject-ai-data-centers/
8•latexr•50m ago•1 comments

Bill Joy – 50 Years of Advancements: Computing and Technology 1975-2025 [video]

https://www.youtube.com/watch?v=rByrD_R9Vuo
2•so-cal-schemer•54m ago•1 comments

How much do tokens cost?

https://substack.hadley.nz/p/how-much-do-tokens-really-cost
2•gmays•55m ago•0 comments

Claude / Codex is making a lot of us broke

https://www.reddit.com/r/SaaS/comments/1xnmhli/claude_codex_is_making_a_lot_of_us_broke/
2•hackerbeat•55m ago•0 comments

Cyberattack disrupts blood storage refrigeration systems in France

https://www.bleepingcomputer.com/news/security/cyberattack-disrupts-blood-storage-refrigeration-s...
1•PicardManeuver•57m ago•0 comments

Canva Layoffs

https://www.canva.com/newsroom/news/canva-team-update/
8•uladzislau•1h ago•0 comments

Why LSP, Why the LSP Plugin, and Why Claude Code Doesn't Save Tokens

https://byteask.ai/research/lsp-claude-code-cpp
4•anirudhak•1h ago•1 comments

Show HN: Native HTML Partials and Native MFEs

1•otocarlson•1h ago•0 comments

Attackers used ChatGPT desktop and Claude Code in real intrusions

https://www.elastic.co/security-labs/reports/threats-etc-report-november-2026-trouble-with-trust
2•khalidkhair•1h ago•0 comments

The Entropy Law and the Economic Process (1971)

https://en.wikipedia.org/wiki/Nicholas_Georgescu-Roegen
1•whoishiding•1h ago•0 comments