AI App Rescue / Hardening Audit
Use this when an app, prototype, or partially built AI-assisted system already exists and needs diagnosis, stabilization priorities, and a repair-vs-rebuild decision.
- existing unstable app, prototype, or partially built system
- diagnosis of fragile architecture, side effects, tests, and deployment posture
- stabilization priorities and repair-vs-rebuild guidance
- a next safe repair slice