Self-Healing Test Scripts for Automated Testing

This white paper presents the concept of self-healing test scripts designed to enhance automated testing processes in modern applications. It addresses the challenges posed by frequent user interface (UI) changes that often disrupt automated test scripts, leading to increased maintenance efforts and delays in release cycles. The proposed solution employs a layered strategy that utilizes heuristic logic and artificial intelligence (AI) to adapt test scripts automatically to UI changes. The workflow begins with an attempt to use the original locator, followed by heuristic methods, and finally, AI-driven techniques if necessary. This approach not only reduces the need for manual updates but also improves the stability of Continuous Integration/Continuous Deployment (CI/CD) processes, thereby accelerating delivery timelines. The paper outlines the implementation process for both new and existing applications, emphasizing the importance of collaboration between development and testing teams to minimize script failures and enhance overall efficiency.