Eoin Woods discusses the evolution of software architecture through different eras, highlighting the transition from monolithic structures to intelligent connected systems. He emphasizes the need for continuous delivery, modular evolution, and security in modern software design, driven by the dynamic demands of the internet. The future of architecture will focus on data and algorithms, requiring architects to adapt to changing technologies and operational processes.