What it checks
12 risk categories
Launch-risk scanner
Security scanner for AI-built apps: Check your vibe-coded site.
Paste a GitHub repo and catch the risky stuff AI coding tools miss: secrets, auth gaps, input safety, rate limits, privacy, and launch trust.
GitHub repo scan
Built for vibe coders
Private repo support
Good for
pre-launch trust
Output
grade + fix list
Best fit
MVPs built fast
What this security scanner is actually for
This is not a giant enterprise platform. It is the fast, understandable pre-launch check for people shipping with Cursor, Claude, Lovable, Replit, Bolt, Vercel, Supabase, and starter kits they barely had time to review.
Solo founders
You need to know whether your first release is safe enough for real users, not spend three days learning a security suite.
AI-assisted developers
The code works, but that does not mean the auth flow, rate limiting, headers, or secrets handling are good enough.
Agencies and QA teams
Use it as a fast first pass before a deeper manual review, especially when clients hand over half-finished AI-built codebases.
What the GitHub repo scan checks
Critical
Secrets, auth, validation
Find obvious credential leaks, weak auth wiring, and user input paths that look unsafe.
High impact
Dependencies, headers, rate limits
Catch the missing basics that turn “quick MVP” into “easy target” once traffic shows up.
Trust layer
Privacy, docs, testing
Surface missing policies and weak engineering signals that make launches harder to trust.
Security scanner FAQ
Is this good for beginner developers?
Yes. The report is written in simple English and points at the biggest launch-risk issues first.
Does a passing score mean my app is secure?
No. It means strong signals were found. It is a smart first check, not a full manual security audit.
Can I scan private repos?
Yes. The app supports GitHub connection for private repositories.