Why vibe-coded projects need auditing
AI-assisted coding changed the economics of software development. Features that took a week now take hours. Entire applications get scaffolded in an afternoon. Junior developers ship production code on their first day.
But the speed creates a new category of risk. Copilot does not flag the SQL injection it just wrote. ChatGPT does not notice the auth bypass in the middleware it generated. And the developer who vibe-coded the entire checkout flow does not know what they do not know.
The result is codebases that look complete and functional but contain silent vulnerabilities, dead logic paths, unused dependencies inflating the attack surface, and performance bottlenecks hidden behind fast hardware. These issues compound. A security vulnerability that costs five hundred dollars to fix today costs fifty thousand after a data breach.
The Vibe Code Analyzer exists because the audit step was missing from the AI-assisted development workflow. The tools that generate code do not evaluate code. Someone has to. This tool does it automatically, in under ten minutes, for the cost of a coffee.



