Architecting intelligent systems presents a challenging endeavor. It involves carefully weaving together interconnected components, ranging from advanced algorithms to robust hardware infrastructure. The core objective is to empower systems that can evolve from data, infer, and ultimately solve complex challenges in a relevant manner. A key asp