The automotive industry is witnessing a transformative shift as embedded software becomes the cornerstone of smart automotive systems. These sophisticated systems are integral to enhancing vehicle performance, safety, and sustainability, as they drive the next generation of intelligent vehicles. From advanced driver assistance systems (ADAS) to autonomous driving technologies, embedded software is at the heart of the innovations propelling the automotive sector into the future. It enables real-time data processing, precise control mechanisms, and adaptive functionalities that are crucial for modern vehicles, making them not only more efficient but also significantly safer and more reliable.