Vibe Coded App Security Estimator
Estimate how vulnerable your AI-built app could be based on your stack. This free vibe coding security estimator is designed for founders using Lovable, Cursor, Supabase, and similar launch stacks.
This is the tool hub for Ubserve. It will house focused utilities for vibecoded app risk, AI built app security checks, and launch readiness without pretending to replace a real scan.
Estimate how vulnerable your AI-built app could be based on your stack. This free vibe coding security estimator is designed for founders using Lovable, Cursor, Supabase, and similar launch stacks.
Pre-launch security checklists tailored for modern AI-assisted stacks. Use these to verify your auth, database, and secret isolation before going live.
The complete guide to RLS, Auth hooks, and secret management.
Protecting code and secrets in Cursor-built applications.
Security best practices for shipping with Lovable.
Production readiness for Bolt.new projects.
Securing apps built with v0 and Next.js.
Launch checks for Windsurf-generated builds.