This article outlines the ten new Alpha features in Kubernetes 1.35, focusing on enhancements aimed at improving AI workload orchestration and resource management. Key features include Device Binding Conditions, Mixed Version Proxy, and support for gang scheduling, which collectively enhance scheduling reliability and efficiency.