Scope
Identify generated components, backend services, and third-party integrations.
Harden AI-built apps before launch with checks for auth, database rules, APIs, storage, payments, and evidence.
Page intent
resourceA launch hardening guide for apps built with v0, Lovable, Bolt, and similar AI app builders.
Identify generated components, backend services, and third-party integrations.
Remove demo paths, sample data, and broad permissions.
Run targeted checks on account, data, payment, and admin workflows.
Retest fixes and store evidence before public release.
The value of a guide is not the document itself; it is the scan scope, fix ownership, retest criteria, and evidence it helps the team produce.
A launch hardening guide for apps built with v0, Lovable, Bolt, and similar AI app builders.
Review auth, database rules, APIs, storage, payments, uploads, and admin paths before launch.
Replace demo secrets, public buckets, and permissive policies with production controls.
AI app launch hardening checklist
AI app launch hardening checklist
demo artifact removal log
tenant and role retest evidence
buyer-safe launch report
Generated apps shipping with demo auth, permissive database rules, or public test data.
Client-only checks protecting premium, admin, or tenant-specific actions.
Webhook, payment, and file-upload flows copied without abuse handling.
No evidence trail when buyers ask how the app was secured.
Generated apps shipping with demo auth, permissive database rules, or public test data.
Client-only checks protecting premium, admin, or tenant-specific actions.
AI app launch hardening checklist
Webhook, payment, and file-upload flows copied without abuse handling.
No, but generated apps need production security review before real users or data are added.
Check auth, database permissions, APIs, payments, uploads, secrets, admin features, and public assets.
Yes, if the team focuses on high-risk boundaries and keeps a clear blocker list.
SafeVibe turns a generated app into a scoped security review with fixes, retests, and launch evidence.
Use Secure v0, Lovable, and Bolt apps as the starting point, then turn the checklist into SafeVibe scan scope and remediation evidence.