The session on Network Automation Architecture by Network To Code aims to provide a comprehensive guide to building a robust network automation architecture. The session covers various aspects of the architecture, including design, deployment, and operation. It explores various automation tools and techniques and offers best practices for building an automation architecture that meets the needs of modern networks.