Architecting intelligent systems presents a challenging endeavor. It involves carefully weaving together complementary components, ranging from powerful algorithms to reliable hardware infrastructure. The core objective is to facilitate systems that can evolve from data, deduce, and ultimately tackle complex problems in a meaningful manner. A k