adk deploy gke --project my-gcp-project --region us-central1 --cluster_name hosty-cluster

Deploys the agent as a workload on an existing Google Kubernetes Engine cluster; --service_name and --app_name set the Kubernetes service and app name. Requires kubectl configured with cluster access. This is the path when you need cluster features Cloud Run cannot offer.