Kubernetes for quantum workloads enables scalable, containerized services that orchestrate API gateways, schedulers, and data flows for quantum experiments. CI/CD for quantum applications automates builds, tests, and deployments of hybrid code, reducing errors and accelerating innovation for complex quantum projects.