The automotive industry is undergoing a profound transformation as vehicles evolve from mechanical machines into software-defined platforms. Modern cars now rely on millions of lines of code to manage everything from infotainment and driver assistance to battery management and over-the-air (OTA) updates. While software-defined vehicles (SDVs) enable rapid innovation, personalization, and...