Kubernetes has become the leading platform for deploying cloud-native applications and microservices, backed by an extensive community and comprehensive feature set for managing distributed systems. However, the rise of generative AI has introduced unique challenges for container orchestration. Large language models, specialized hardware, and demanding request/response patterns require a platform that is more than just









