In Kubernetes environments, GPUs often remain underutilized amid bursty AI workloads, wasting costly resources. Scheduler plugins enable real-time monitoring and dynamic task reassignment to reclaim idle silicon, boosting efficiency and cutting costs. This innovation promises significant gains for AI-driven organizations.