Delving into the intricate structures of digital ecosystems offers a multifaceted technological challenge. This exploration seeks to uncover the underlying mechanisms that drive the behaviors within these complex systems. From the foundational technologies to the emergent norms, we aim to understand the interplay of factors that shape the evolution