# AI App Hardening and Rescue

A hardening sprint starts from verified findings and repairs the load-bearing systems first: authorization, secrets, database rules, payments, integrations, deployments, tests, monitoring, and recovery.

Useful product flows and UI remain wherever possible. Changes are verified in a production-like environment and documented with what changed, why, and how to operate the result.
