Network designers ensure complex networks can scale and adapt by following design principles and methodology. They create hierarchical designs with core, distribution, and access layers to control traffic and filter broadcasts. The core layer connects distribution layers to transport data quickly and reliably with redundancy and protocols like EIGRP and OSPF. Design goals include 100% uptime, throughput, and facilitating growth.