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Show HN: An AI agent that audits your entire Python codebase

https://pyscn.ludo-tech.org/
1•d-yoda•1d ago

Comments

d-yoda•1d ago
I built a GitHub App that monitors your Python codebase for quality issues.

It reviews PRs and runs weekly audits on the entire repo. When it finds problems, it posts them as comments or Issues with concrete suggestions.

I open-sourced pyscn ([https://github.com/ludo-technologies/pyscn](https://github.com/ludo-technologies/pyscn)) a few months ago. I liked what it could do, but wanted to make it more accessible and more powerful. Combining it with an LLM felt like the right next step. pyscn-bot is the result.

It catches things like complex functions, dead code, and duplicated logic. It can also analyze your entire codebase architecture, something most review bots can't do since they only look at diffs.

Happy to answer questions.

On the criteria to be used in decomposing systems into modules (1972)

https://dl.acm.org/doi/epdf/10.1145/361598.361623
1•surprisetalk•1m ago•0 comments

I built an email tool that lands emails in user's inboxes – not spam

1•mddanishyusuf•12m ago•0 comments

Securing SSH Authentication with FIDO2 Security Keys

https://developers.yubico.com/SSH/Securing_SSH_with_FIDO2.html
1•Lwrless•14m ago•0 comments

Ask HN: Those making $500/month on side projects in 2026 – Show and tell

1•selmas58•19m ago•0 comments

How GitLab uses Postgres and ClickHouse to power their data stack?

https://clickhouse.com/blog/how-gitlab-uses-clickhouse-to-scale-analytical-workloads
1•saisrirampur•20m ago•0 comments

Getting my first 100 users with $0: what worked

https://amplift.ai/
2•our79511•22m ago•1 comments

Show HN: JSONBench, a Benchmark for Data Analytics on JSON

https://github.com/ClickHouse/JSONBench
1•saisrirampur•22m ago•0 comments

How 150 Minutes over Caracas Rewrote the Physics of Global Power

https://substack.com/inbox/post/183428226
1•SubiculumCode•22m ago•0 comments

Show HN: Interactive visualizations of PostgreSQL internals(MVCC, B-trees, etc.)

https://postgres-odyssey.lightslips.ai/
1•solo_leveller•23m ago•0 comments

Jellyfish sleep like humans – even though they don't have brains

https://www.nature.com/articles/d41586-026-00044-7
2•thunderbong•23m ago•0 comments

Claude Opus 4.5 vs. GLM-4.6

https://llm-stats.com/models/compare/claude-opus-4-5-20251101-vs-glm-4.6
1•behnamoh•24m ago•0 comments

XMPP and Metadata

https://blog.mathieui.net/xmpp-and-metadata.html
1•todsacerdoti•28m ago•0 comments

Siemens and Nvidia Expand Partnership to Build the Industrial AI OS

https://nvidianews.nvidia.com/news/siemens-and-nvidia-expand-partnership-industrial-ai-operating-...
2•mgh2•29m ago•0 comments

Show HN: Semantica – Open-source semantic layer and GraphRAG framework

https://github.com/Hawksight-AI/semantica
1•kaifahmad1•29m ago•1 comments

Why AI agents stall inside fast-moving teams

https://twitter.com/siddhxrth10/status/2008784631370498262
1•siddhxrth•34m ago•0 comments

Scientists Think They've Discovered How Humans Could Recover Lost Vision

https://www.popularmechanics.com/science/health/a69879804/mammal-ocular-restoration/
2•littlexsparkee•38m ago•0 comments

FDA to limit regulation of health and fitness wearables

https://www.reuters.com/business/healthcare-pharmaceuticals/us-fda-limit-regulation-health-fitnes...
2•phyzix5761•39m ago•0 comments

Debunking the AI food delivery hoax that fooled Reddit

https://www.platformer.news/fake-uber-eats-whisleblower-hoax-debunked/
1•Tomte•40m ago•0 comments

Senior Software Engineer, Back End or Full Stack

1•drewop•49m ago•0 comments

History of the Windshield Wiper

https://www.6thgearautomotive.com/2022/11/06/history-of-the-windshield-wiper-part-4-wiper-mechani...
1•nothrowaways•50m ago•0 comments

(US) Homeland Security uses Hiroshi Nagai's artwork without permission

https://twitter.com/hiroshipj/status/2007024205272150219
3•rguiscard•55m ago•0 comments

Show HN: AI tutor to study and practice STEM books

https://studyjunkie.co/
2•Gregoryy•59m ago•0 comments

Logitech Options+ and G Hub macOS Certificate Issue

https://support.logi.com/hc/en-us/articles/37493733117847-Options-and-G-HUB-macOS-Certificate-Issue
1•kbumsik•1h ago•0 comments

Canada's Immigration Dept shelves visa program for entrepreneurs, citing misuse

https://www.theglobeandmail.com/politics/article-ircc-halts-startup-visa-program-foreign-entrepre...
6•petethomas•1h ago•0 comments

6 months of my SaaS, real numbers, real mistakes, no sugarcoating

1•prompthance•1h ago•0 comments

Bill to Eliminate H-1B Visa Program Introduced in Congress

https://www.newsweek.com/eliminate-h1b-visa-program-congress-bill-marjorie-taylor-greene-11312655
34•ekropotin•1h ago•11 comments

Mastering Claude Code in 30 minutes (2025) [video]

https://www.youtube.com/watch?v=6eBSHbLKuN0
1•vinhnx•1h ago•0 comments

Venezuela 'turning over' oil to US in move that could cut supply to China

https://www.theguardian.com/world/2026/jan/07/venezuela-oil-trump-us-latest
4•wslh•1h ago•2 comments

Show HN: Agentlearn – Interactive course for AI agent fundamentals

1•init0•1h ago•0 comments

Show HN: I built an Instagram Clone

https://pic-pal-space.lovable.app/
1•nsemikey•1h ago•3 comments