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Practical, tested guidance for taking AI-built internal tools from prototype to secure, maintainable production.

Add Google Login to an Internal Application

Add Sign in with Google while keeping token verification, local accounts, roles, sessions, and offboarding at explicit trusted boundaries.

Plan a Lovable or Replit Internal Tool Release

Use current provider documentation and a handoff card to plan access, revision checks, live verification, reversal, and support for an internal tool.

Run Your First Application Restore Drill

Rehearse restoring application data and files into an isolated environment, then record integrity, timing, gaps, and rollback.

Production-Readiness Checklist for AI-Built Apps

Use this evidence-based checklist to decide whether an AI-built internal app has the ownership, access, recovery, and release controls needed to launch.

Test an Application Notification Before Launch

Test one harmless application notification with a bounded recipient, receipt, observation owner, and duplicate rule before enabling a real audience.

Test Appointment Rescheduling Across Time Zones

Record the appointment identity, local time and zone, calendar counterpart, observed update, and reconciliation owner in one bounded reschedule exercise.

Test the Complete User Account Lifecycle

Verify invitation, sign-in, recovery, role change, session revocation, suspension, and deletion before real users depend on an app.

Test a CSV Import Before Coworkers Rely on It

Exercise a CSV import with a safe fixture, declared schema, row results, owner, and reconciliation path before it changes operational records.

Test Scheduled Jobs Before Launch

Exercise normal, missed, duplicate, overlapping, failed, retry, and reconciliation states for scheduled internal-app work before launch.

Test a Stale-Status Handoff Before Staff Act

Use a bounded receipt to show an expected and observed status, the evidence time and source, reconciliation owner, decision, and escalation before staff act.