Kubernetes can present challenges in managing on-premise environments and hundreds of clusters. Hepsiburada efficiently manages over 100 million monthly visitors with their own Kubernetes Engine, which tackles complexities in managing multiple clusters using Cluster API and open-source projects. The solution provides auto provisioning, upgrade, healing, scaling, discovering, native networking, event logging, and addresses challenges with platforms like OpenStack.