--- a/codebase/ai-code-review.ts

+++ b/codebase/ai-code-review.ts

@@ -1,5 +1,5 @@ CodeAudit: AI-Generated Code Review

// The old way (Error-prone & Slow)

Built for the vibe-coding era — catch the specific mistakes AI coding tools tend to make.

// The CodeAudit way (Automated & Secure)

AI coding assistants are incredibly fast, but they often hallucinate insecure defaults, leave placeholder code, or duplicate logic when re-prompted. The AI-Generated Code Review tool is specifically trained to detect the unique patterns and pitfalls of "vibe coding." It acts as a safety net, ensuring the code generated by your AI tools is actually production-ready and secure.

@@ -20,10 +20,10 @@ Features Detected

+Unsafe generated code patterns

+Duplicate implementations from repeated AI prompts

+Missing input validation on AI-generated endpoints

+Placeholder/TODO code left in production paths

+Inconsistent error handling

+Over-permissive database rules (Supabase/Firebase RLS)

+Production-readiness gaps

@@ -50,15 +50,15 @@ Example Finding

[Critical SEVERITY]: Supabase Row-Level Security Disabled on Public Table

A Supabase table created via AI generation lacks Row-Level Security (RLS) policies, meaning any authenticated (or unauthenticated) user can potentially read or modify all records.

[FIX SUGGESTION]

Enable RLS on the table and define explicit policies for SELECT, INSERT, UPDATE, and DELETE operations based on the user's ID or role.

Whenever you use an AI coding assistant (like Cursor, Copilot, or Claude) to generate a large feature or entire app, run this tool immediately afterward. It bridges the gap between functional "vibe-coded" prototypes and robust, production-grade applications.

Start Free Audit