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[ARTICLE · art-139354] src=dev.to ↗ pub= topic=ai-tools verified=true sentiment=↑ positive

I'm building a credit score for code health — starting with vibe coders

An anonymous developer has built Code Sonar, a deterministic code-health scoring tool that runs eight checks in seconds and produces consistent, reproducible scores for a given repository. The tool is aimed at teams shipping AI-written code, with free scans offered while the developer builds in public.

by read1 min views1 publishedSep 24, 2026
I'm building a credit score for code health — starting with vibe coders
Image: Dev.to

The fastest-growing codebase in the world right now is code nobody fully read. AI writes it, humans ship it, users depend on it. I think "did the AI write good code?" is about to become a real question teams ask.

Code Sonar is my answer: deterministic scoring (same repo, same score, every time — no vibes in the scoring), 8 checks, results in seconds, findings written for humans. Free scans coming while I build in public.

If you've shipped AI-written code, I'd genuinely like to know what score it gets — and whether you trust the number.

(I built this.)
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