Developer Workflows · 11 minute read
Production Readiness for AI-Assisted Web Applications
A production-readiness checklist for AI-assisted applications covering security, data, testing, accessibility, monitoring and ownership.
Published 2026-09-21 · Updated 2026-09-21
Identity and data access
Verify authentication, authorization and tenant boundaries independently. A hidden button is not access control; protected operations need server-side enforcement.
- Least-privilege access
- Server-side role checks
- Safe secret handling
- Data retention decisions
Quality and resilience
Test the real user journey, not only isolated screens. Include slow networks, invalid input, missing data, failed integrations and duplicate actions.
Ownership after launch
Document deployment, monitoring, backups, dependencies and escalation. Someone must know how to inspect failures and restore service.
Put the guidance into practice
Explore Lovable or talk to Nexio about a suitable product workflow.