In an era where software systems grow ever more complex and distributed, ensuring quality at every layer of infrastructure has become both critical and challenging. Forward-thinking leaders are turning to artificial intelligence (AI) and machine learning (ML) to meet this challenge. One such innovator is Varun Mukka.