The rapid advancement of Artificial Intelligence (AI), hyperscale data centers, and High Performance Computing (HPC) platforms is driving the need for faster interfaces, higher bandwidth, and more complex system architectures. While these innovations unlock unprecedented computing power, they also introduce significant validation challenges for engineering teams. Reliable performance depends on the ability to accurately measure, analyze, and troubleshoot increasingly complex