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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

Stop Looking for the Best Way to Retrieve Context for AI Agents. Build a Router

https://manveerc.substack.com/p/context-retrieval-ai-agent
1•manveerc•50s ago•0 comments

Nvidia RTX Spark Pre-Orders Open: N1X Runs 45-80W in Laptops, 140W in Desktops

https://www.storagereview.com/news/nvidia-rtx-spark-pre-orders-n1x-laptop-desktop-tdp-mxc-dgx-sta...
2•rbanffy•1m ago•0 comments

What's on That Access Port?

https://danielmangum.com/posts/whats-on-that-access-port/
1•hasheddan•1m ago•0 comments

The reverts will continue until morale improves

http://peter.eisentraut.org/blog/2026/10/09/the-reverts-will-continue-until-morale-improves
1•hans_castorp•2m ago•0 comments

Nobel Peace Prize for 2026 to Navanethem "NAVI" Pillay

https://www.nobelprize.org/prizes/peace/2026/press-release/
2•Anon84•5m ago•0 comments

B-Trees Are Back: Engineering Fast and Pageable Node Layouts [pdf]

https://www.cs.cit.tum.de/fileadmin/w00cfj/dis/papers/btrees-are-back.pdf
2•mpweiher•7m ago•0 comments

The Programmer's Job in an AI World

https://www.dgt.is/blog/2026-05-27-programmers-job/
2•Bluestein•11m ago•0 comments

New Amazon Alexa Tablets with Alexa+ built in: details, availability, pricing

https://www.aboutamazon.com/news/devices/new-amazon-alexa-tablets-alexa-plus
1•rbanffy•12m ago•0 comments

OpenAI fires three safety researchers for "mishandling research information"

https://techcrunch.com/2026/10/08/fired-openai-safety-researchers-dispute-misconduct-claims-warn-...
4•trakkstar•16m ago•0 comments

Nanvix – Lightweight Sandbox

https://github.com/nanvix/nanvix
1•mau•17m ago•0 comments

If your team is happy, are you doing a good job?

https://charity.wtf/p/if-your-team-is-happy-are-you-doing
1•BerislavLopac•18m ago•0 comments

Lsnet – a fast TUI home network scanner in Rust

https://github.com/sanford/lsnet
1•wavesplash•19m ago•0 comments

The Agent Experience (Ax) Practitioner Playbook

https://developer.microsoft.com/blog/introducing-the-agent-experience-ax-practitioner-playbook/
1•waldekm•23m ago•1 comments

Understand the Changes Streaming into a Codebase

https://spinal.sh/
1•cjg•24m ago•1 comments

He Built Free, Open-Source Versions of Photoshop, Premiere, Lightroom with AI

https://petapixel.com/2026/10/07/someone-rebuilt-free-open-source-versions-of-photoshop-premiere-...
2•adriand•28m ago•1 comments

An experimental tour-de-force: Entanglement between glass bead and light

https://arstechnica.com/science/2026/10/suspended-glass-bead-entangled-with-light-maybe-a-quantum...
3•rbanffy•29m ago•1 comments

Once: Cache CLI Commands

https://github.com/alex0ptr/once
1•baquero•34m ago•1 comments

Small batches still matter when agents write the code

https://markoanastasov.com/signals/small-batches-still-matter/
1•markoa•36m ago•0 comments

Denmark data breach: it appears that the password was simply 123456

https://ekstrabladet.dk/nyheder/samfund/medie-hacker-paastaar-at-staa-bag-cpr-laek/11314806
2•delamon•38m ago•0 comments

AmberCell is a high-interaction honeypot: it runs full, real services

https://cyberhallucinet.github.io/AmberCell/
1•ls1911•38m ago•0 comments

Navanethem 'Navi' Pillay (S Africa) Wins Nobel Peace Prize

https://www.washingtonpost.com/world/2026/10/09/navi-pillay-wins-nobel-peace-prize/
2•rarba786•40m ago•1 comments

Show HN: Long term Memory and 50M token window for LLM

https://huggingface.co/papers/2610.10845
3•Corbenic•41m ago•0 comments

Show HN: VendIQ – AI agent for vendor follow-ups and ops automation

https://vendiq.rishailabs.com/
1•rishailabs•44m ago•0 comments

Vibe Astronomy: Discovering Exoplanets

https://invertedpassion.substack.com/p/vibe-astronomy-discovering-exoplanets
1•twapi•44m ago•0 comments

I've Been Deindexed by Google

https://kennyqin.com/deindexed-by-google/
3•birdculture•45m ago•0 comments

The looming AI consciousness trainwreck (2022)

https://blog.plan99.net/the-looming-ai-consciousness-train-wreck-2e23165b3246
2•mike_hearn•46m ago•0 comments

The Nobel Peace Prize 2026 Awarded to Navanethem "Navi" Pillay

https://www.nobelprize.org/prizes/peace/2026/pillay/facts/
4•karakoram•47m ago•0 comments

OpenAI defends decision to fire researchers

https://www.cnbc.com/2026/10/09/openai-fired-researchers-ai-concerns.html
3•cramer4next•52m ago•0 comments

I'm in a Meeting

https://iminafleeting.com/
4•splintersio•55m ago•2 comments

Tell HN: YouTube is punishing logged-out users

4•penskymaterial•57m ago•0 comments