Built with AI? Check it before you launch.
Upload your project ZIP. CoreVibbe performs automated security scans, architecture health diagnostics, secret redaction, and delivers an actionable, prioritized fix plan in seconds.
What You Get in Every CoreVibbe Audit
Interactive diagnostics combining deterministic security rules with deep contextual AI reasoning.
ai-saas-starter-kit
Next.js (App Router)Node.js • TypeScript • 48 files • ~4,280 LOC • In-Memory Audited
Hardcoded Stripe Secret Key in Client Component
Secret key 'sk_live_...' was instantiated inside a client component with 'use client'.
Client-Side Only Role Authorization Guard
The admin page checks user.role === 'admin' on the client without middleware or server session validation.
Unbounded Dynamic SQL Query Without Limit
Large user collection queried without pagination or maximum limit clause.
How It Works
A frictionless 4-step pipeline engineered for rapid pre-launch assurance.
1. Upload Project ZIP
Drop your project archive. Processed entirely in-memory with strict sandbox safeguards. No code is ever executed or built.
2. Safe Processing & Redaction
Detect frameworks, dependencies, and file structures. API keys, passwords, and environment secrets are masked before AI review.
3. AI & Rule Health Audit
Gemini AI combines with deterministic rule analyzers to inspect auth guards, database queries, CORS, and exposed vulnerabilities.
4. Health Score & Fix Plan
Receive an interactive Health Score (0-100), categorized security findings, and an exact file-by-file remediation roadmap.
Why Developers & Founders Rely on CoreVibbe
Engineered specifically for the nuances and subtle vulnerabilities found in modern AI-generated web applications.
Zero-Trust In-Memory Sandbox
We never execute your code, install dependencies, or run build scripts. Your archive is unpacked and audited strictly in temporary server memory.
Pre-AI Secret Redaction
OpenAI keys, Stripe tokens, database passwords, and environment credentials are automatically scrubbed and masked before any contextual AI review.
Deterministic + AI Hybrid Accuracy
Combines rigid AST-level vulnerability pattern matching with Google Gemini contextual intelligence. Zero hallucinated files or imaginary bugs.
Security & Architecture Insights
Guides and best practices on securing AI-generated applications and passing production checks.
How to Audit AI-Generated Code Before Production
AI coding assistants accelerate development 10x, but they often produce syntactically elegant yet defenseless code. Learn the 5-step engineering audit framework.
7 Security Risks in AI-Generated Applications
From client-side auth bypasses to unparameterized SQL queries and exposed secret keys, here are the 7 most critical flaws found in vibe-coded web applications.
Try CoreVibbe on Your Project Today
Upload your ZIP archive and receive an in-depth security health score and prioritized fix roadmap in seconds.