Challenge
Repeated prompting had created disconnected behaviors and uncertainty around which parts of the codebase could be changed safely.
Anonymized Launchieve Case Study
Stabilizing Repeated AI-Generated Product Logic
Fragile and conflicting AI-generated logic was mapped so fixes could be prioritized.
Approach
The team traced the affected flows, identified conflicting logic, and created a practical completion plan for stabilization and future maintenance.