Start with the application boundary
Declare the application, roles and repository revision. A generated interface does not prove server-side authorization: checks must use the agreed scope and suitable test fixtures.
Security review for AI-generated applications
For founders building with Lovable, Replit, Cursor or Codex: turn concerns about permissions, dependencies and exposed credentials into a review your team can act on.
Give the developer a useful correction
The private report connects recorded evidence with business impact and practical fix instructions. Your developer can use those instructions with their AI assistant, review the changes and apply them.
Retest the behavior
A proposed patch or successful build does not close the finding. Request an authorized retest and compare its recorded result with the original evidence. Coverage and unresolved gaps remain visible.
Testing requires company authorization. A review or public grade is not a guarantee of security.
Start free readiness check