Does your code have
soul?
Audit your AI codebase before launch.
Detect vulnerabilities, technical debt, and vibe scores in seconds.
3 Simple Steps to Audit Your Codebase
Get evidence-backed security findings, supply chain CVE checks, code quality debt, and safe coding-agent prompts before pushing to production.
1. Select Target
Enter a public GitHub URL, private repo PAT token, or drag & drop a local .zip archive.
2. Secure Checkout
Pay $2 for public, $5 for private/zip, or subscribe to Pro Pass ($19/mo) via encrypted Stripe Checkout.
3. Launch With Confidence
Receive evidence-backed security findings, technical debt metrics, copy-paste fix prompts, and launch your app safely.
How The Launch Readiness Audit Engine Works
Deterministic AST static analysis combined with dual-model Claude AI synthesis evaluates your codebase safely before customer launch.
The 4 Audit Assurance Pillars
1. SAST Security Audit
Scans for OWASP ASVS 4.0 flaws, hardcoded credentials, unsanitized SQL/command sinks, and dangerous dynamic code execution.
2. Supply Chain & CVEs
Inspects package dependencies, unpinned wildcard versions, license compliance, and known package vulnerabilities.
3. Code Quality & Debt
Measures cognitive complexity debt, swallowed exceptions, unhandled promise rejections, and strict type safety.
4. AI Code Vibe Score
Evaluates AI authoring ratio, over-commenting density, structural boilerplate, and non-existent SDK method hallucinations.
Explore an Interactive Sample Report
See how evidence-backed security findings, code quality debt metrics, and copy-paste prompts for Cursor & Windsurf look in a completed report.
Under 10-Second Scans
Fast AST analysis and findings delivered in seconds.
No Untrusted Execution
We never run customer package scripts, build commands, or binaries.
Safe Coding-Agent Prompts
Every finding includes copy-paste prompts for Cursor, Windsurf, Replit, Claude Code & Codex.
From Vibe Coding to Production Launch
Building with Cursor, Windsurf, Replit Agent, v0, Claude Code, or Codex? We help founders and developers launch secure, production-ready applications.
Why Launch Readiness Matters
AI coding assistants enable founders to build complex applications at 10x speed. However, rapidly generated code often hides subtle security vulnerabilities, unhandled promise rejections, and unpinned package dependencies.
Vibe Code Detector provides deterministic static analysis and dual-model AI synthesis so you can audit your codebase, fix critical blockers with copy-paste prompts, and launch with total confidence.
4 Audit Assurance Pillars
SAST Security
OWASP security flaws & exposed keys
Supply Chain
Package CVEs & license compliance
Code Quality Debt
Complexity ceiling & swallowed errors
AI Code Vibe Score
Vibe ratio & over-comment density
Assurance Standards & Evidence
Every paid report delivers deterministic AST evidence, line-by-line redacted code locations, prioritized remediation steps, and 1 included rescan within 7 days.
Frequently Asked Questions
Everything you need to know about Vibe Code Detector