NonDevGuard — Security Scan for Vibe-Coded Apps

One-click check for leaked keys or dangerous permissions in AI-built tools

Problem

Users report non-developers shipping AI-generated internal tools without any security review. No one knows if secrets are hardcoded, dependencies are unsafe, or sensitive data is exposed. IT and security teams only find out after the fact.

Solution

A low-friction scanner: non-developers upload a file or paste a URL, and the tool checks client-side source for hardcoded keys, common AI-generated vulnerability patterns, risky third-party dependencies, and excessive permissions. It outputs a traffic-light report in plain language for non-technical staff and an auditable list for IT.

Users

IT/Ops teams at small companies overwhelmed by internal tools; product, ops, and non-engineering vibe coders

MVP

Upload HTML/JS or enter a URL to scan for hardcoded secrets; detect risky npm dependencies and CDN scripts; generate plain-language risk reports; produce copy-paste prompts for AI to fix issues; team dashboard listing all scanned apps

Revenue

Subscription per scan or per team seat; enterprise add-ons for SSO and private deployment

Why now

Vibe coding has exploded in non-technical teams, but security tools remain built for professional developers. LLMs can generate fix suggestions, drastically lowering the cost to build a scanner.