A service mesh is a dedicated infrastructure layer that manages communication between microservices, providing features such as traffic management, security, and observability. Istio is an open-source service mesh that is optimal for Kubernetes but has significant resource requirements and costs. Organizations like Shopify are exploring Istio for their deployments, but they encounter challenges such as cost and complexity.