The rise of Artificial Intelligence is fundamentally changing how software is created. AI-powered coding tools are increasingly assisting engineers with including writing boilerplate, troubleshooting errors, and even planning entire software platforms. Furthermore, Machine learning-based testing methodologies promise greater effectiveness , while p