VibeFix

VibeFix is an AI code detector for GitHub. Detect AI generated code, analyze code maintainability, and automate pull request reviews.

Vibe Fix Detect AI-generated code, uncover maintainability risks, and review pull requests intelligently. VibeFix helps teams ship better software before issues reach production.

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Scan any URL or PR, get a Vibe Score , and receive exact fixes — powered by PR Guardian and PR Compare .

See VibeFix in action — real scans, real fixes, real intelligence across your entire codebase.

Vibe coding is the practice of building software entirely by prompting AI models -- ChatGPT, Claude, GitHub Copilot -- and accepting the generated output without deep review. It accelerates development dramatically, but accumulates structural, semantic, and security weaknesses that compound as technical debt.

VibeFix is the only platform built specifically for this problem. It detects AI-generated code using a 24-point Neural DNA analysis -- measuring semantic density, class entropy, utility overload, error-handling patterns, and AI-model stylistic signatures -- then assigns every codebase a VibeCode Score .

The VibeCode Score is a 0-100% metric measuring AI signature density across your codebase. Scores below 30% classify as Pure Human ; 30-50% is Augmented ; 50-75% is Likely AI-Generated ; above 75% is Synthetic .

For engineering teams, VibeFix ' s PR Guardi