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

https://github.com/agaz1985/umberto
2•adale•9mo 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

Discovering Multiagent Learning Algorithms with Large Language Models

https://arxiv.org/abs/2602.16928
1•gmays•1m ago•0 comments

Postgres Jsonb Columns and Toast: A Performance Guide

https://www.snowflake.com/en/engineering-blog/postgres-jsonb-columns-and-toast/
1•craigkerstiens•4m ago•0 comments

(paper money) Hedge Fund staffed by AI Employees (experiment)

https://platypi.empla.io
1•pokot0•8m ago•1 comments

Show HN: Bloomfilter – A service for AI agents to register and manage domains

https://bloomfilter.xyz/
1•eronmmer•9m ago•0 comments

Examining Bias and AI in Latin America

https://elpais.com/america/lideresas-de-latinoamerica/2026-02-25/genero-racismo-y-xenofobia-asi-s...
1•shakiness3383•10m ago•0 comments

Show HN: WebMCP Core – AI agent tool definitions from any site

https://github.com/keak-ai/webmcp-core
1•eman11•10m ago•0 comments

Anthropic is dropping its signature safety pledge amid a heated AI race

https://www.businessinsider.com/anthropic-changing-safety-policy-2026-2
1•rahulskn86•12m ago•0 comments

Eleven Freedoms for Free AI

https://elevenfreedoms.org/
1•pabs3•15m ago•0 comments

Average Typing Speeds based on 221k user typing sessions

https://www.typequicker.com/average-typing-speed
1•absoluteunit1•17m ago•0 comments

WTF Happened in 2025?

https://wtfhappened2025.com/
4•swyx•20m ago•0 comments

Dead Internet Theory – A Win?

https://medium.com/@brandon_89699/4df2f34cba14
1•Fine-Palp-528•20m ago•0 comments

Open-Source Agent Operating System

https://github.com/RightNow-AI/openfang
3•OsamaJaber•22m ago•1 comments

RAG on a Budget: How I Replaced a $360/Month OpenSearch Cluster for $1.12/Month

https://stephaniespanjian.com/blog/rag-cost-reduction-replaced-opensearch-s3-in-memory-search
2•StephSpanjian•25m ago•1 comments

Tech Companies Shouldn't Be Bullied into Doing Surveillance

https://www.eff.org/deeplinks/2026/02/tech-companies-shouldnt-be-bullied-doing-surveillance
5•pseudolus•26m ago•0 comments

Honey Fraud as a Moving Analytical Target: Omics-Informed Authentication

https://www.mdpi.com/2304-8158/15/4/712
2•PaulHoule•26m ago•0 comments

Claude Code Video Toolkit

https://github.com/wilwaldon/Claude-Code-Video-Toolkit
1•stagezerowil•26m ago•0 comments

Show HN: Unix for the Commodore 64? Open Source

https://github.com/ascarola/c64ux/releases/tag/v0.7
1•ascarola•27m ago•0 comments

Which web frameworks are most token-efficient for AI agents?

https://martinalderson.com/posts/which-web-frameworks-are-most-token-efficient-for-ai-agents/
1•gmays•27m ago•0 comments

Show HN: Architect-Linter – Enforce architecture rules

https://crates.io/crates/architect-linter-pro
1•sergegriimm•29m ago•0 comments

Pete Hegseth and the AI Doomsday Machine

https://robertreich.substack.com/p/pete-hegseth-and-the-ai-doomsday
5•doener•31m ago•1 comments

Show HN: RubyLLM:Agents – A Rails engine for building and monitoring LLM agents

https://github.com/adham90/ruby_llm-agents
4•adham900•31m ago•0 comments

FBI raids of LAUSD Supt.'s home and office appear tied to AI chatbot probe

https://www.latimes.com/california/story/2026-02-25/fbi-raid-lausd-search-warrants
4•cdrnsf•32m ago•0 comments

Submitle – Submit, Share, and Discover Links Online

https://www.submitle.com/
1•exchangler•32m ago•0 comments

Show HN: OpenTrace – Self-hosted observability server with 75 MCP tools

https://github.com/adham90/opentrace
3•adham900•35m ago•0 comments

AT&T Acquires CenturyLink

https://old.reddit.com/r/Portland/comments/1reucu3/this_sucks_worse_than_you_may_yet_realize/
3•fullstacking•35m ago•1 comments

Automatic Discharges of Student Loans to Proceed After Dual Court Wins

https://www.forbes.com/sites/adamminsky/2026/02/25/automatic-discharges-of-student-loans-to-proce...
3•toomuchtodo•36m ago•1 comments

Multi-agent workflows often fail

https://github.blog/ai-and-ml/generative-ai/multi-agent-workflows-often-fail-heres-how-to-enginee...
1•e2e4•38m ago•0 comments

Show HN: Open-source MCP servers for self-hosted homelab AI

2•ai_engineering•38m ago•0 comments

Show HN: PixShot – Screenshot and OG Image API

https://pixshot.dev
1•juanjosegongi•39m ago•1 comments

Lawsuit could slow Micron DRAM chipmaking project in New York

https://www.syracuse.com/micron/2026/02/whos-behind-the-lawsuit-that-could-slow-microns-chipmakin...
1•walterbell•40m ago•1 comments