Kruize is a tool that helps optimize container resources and performance in Kubernetes clusters. It works by collecting application metrics from Prometheus and using this data to dynamically adjust resources like requests and limits set in the pod YAML based on metrics and specified optimization goals, like throughput. The Kruize plugin integrates with Grafana to provide visualizations of these optimizations on a dashboard.