diff --git a/deploy/kubernetes/base/csidriver.yaml b/deploy/kubernetes/base/csidriver.yaml
new file mode 100644
index 000000000..9f7fe6063
--- /dev/null
+++ b/deploy/kubernetes/base/csidriver.yaml
@@ -0,0 +1,8 @@
+---
+
+apiVersion: storage.k8s.io/v1beta1
+kind: CSIDriver
+metadata:
+  name: efs.csi.aws.com
+spec:
+  attachRequired: false
diff --git a/deploy/kubernetes/base/kustomization.yaml b/deploy/kubernetes/base/kustomization.yaml
new file mode 100644
index 000000000..656cdf17c
--- /dev/null
+++ b/deploy/kubernetes/base/kustomization.yaml
@@ -0,0 +1,6 @@
+apiVersion: kustomize.config.k8s.io/v1beta1
+kind: Kustomization
+namespace: kube-system
+resources:
+- node.yaml
+- csidriver.yaml
diff --git a/deploy/kubernetes/manifest.yaml b/deploy/kubernetes/base/node.yaml
similarity index 94%
rename from deploy/kubernetes/manifest.yaml
rename to deploy/kubernetes/base/node.yaml
index ecdef0ae1..f96b8b6c5 100644
--- a/deploy/kubernetes/manifest.yaml
+++ b/deploy/kubernetes/base/node.yaml
@@ -26,7 +26,6 @@ spec:
           securityContext:
             privileged: true
           image: amazon/aws-efs-csi-driver:latest
-          imagePullPolicy: Always
           args:
             - --endpoint=$(CSI_ENDPOINT)
             - --logtostderr
@@ -95,11 +94,4 @@ spec:
             path: /var/lib/kubelet/plugins/efs.csi.aws.com/
             type: DirectoryOrCreate
 
----
 
-apiVersion: storage.k8s.io/v1beta1
-kind: CSIDriver
-metadata:
-  name: efs.csi.aws.com
-spec:
-  attachRequired: false
diff --git a/deploy/kubernetes/overlays/dev/kustomization.yaml b/deploy/kubernetes/overlays/dev/kustomization.yaml
new file mode 100644
index 000000000..dd944db3d
--- /dev/null
+++ b/deploy/kubernetes/overlays/dev/kustomization.yaml
@@ -0,0 +1,7 @@
+apiVersion: kustomize.config.k8s.io/v1beta1
+kind: Kustomization
+bases:
+- ../../base
+images:
+- name: amazon/aws-efs-csi-driver
+  newTag: latest
diff --git a/deploy/kubernetes/overlays/stable/kustomization.yaml b/deploy/kubernetes/overlays/stable/kustomization.yaml
new file mode 100644
index 000000000..4f406d882
--- /dev/null
+++ b/deploy/kubernetes/overlays/stable/kustomization.yaml
@@ -0,0 +1,15 @@
+apiVersion: kustomize.config.k8s.io/v1beta1
+kind: Kustomization
+bases:
+- ../../base
+images:
+- name: amazon/aws-efs-csi-driver
+  newName: 602401143452.dkr.ecr.us-west-2.amazonaws.com/eks/aws-efs-csi-driver
+  newTag: v0.2.0
+- name: quay.io/k8scsi/livenessprobe
+  newName: 602401143452.dkr.ecr.us-west-2.amazonaws.com/eks/csi-liveness-probe
+  newTag: v1.1.0
+- name: quay.io/k8scsi/csi-node-driver-registrar
+  newName: 602401143452.dkr.ecr.us-west-2.amazonaws.com/eks/csi-node-driver-registrar
+  newTag: v1.1.0
+
diff --git a/docs/README.md b/docs/README.md
index 658292072..b917eca8e 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -56,7 +56,7 @@ The following sections are Kubernetes specific. If you are a Kubernetes user, us
 Deploy the driver:
 
 ```sh
-kubectl apply -f https://raw.githubusercontent.com/kubernetes-sigs/aws-efs-csi-driver/master/deploy/kubernetes/manifest.yaml
+kubectl apply -k "github.com/kubernetes-sigs/aws-efs-csi-driver/deploy/kubernetes/overlays/dev/?ref=master"
 ```
 
 ### Examples
diff --git a/hack/run-e2e-test b/hack/run-e2e-test
index 8ed301eca..59cb3025f 100755
--- a/hack/run-e2e-test
+++ b/hack/run-e2e-test
@@ -77,8 +77,9 @@ done;
 
 
 echo "Deploying driver"
-cat deploy/kubernetes/manifest.yaml | sed s,amazon/aws-efs-csi-driver:.*,$IMAGE_NAME:$IMAGE_TAG, > $TEST_DIR/manifest.yaml
-kubectl apply -f $TEST_DIR/manifest.yaml
+sed -i'' "s,amazon/aws-efs-csi-driver,$IMAGE_NAME," deploy/kubernetes/overlays/dev/kustomization.yaml
+sed -i'' "s,newTag: latest,newTag: $IMAGE_TAG," deploy/kubernetes/overlays/dev/kustomization.yaml
+kubectl apply -k deploy/kubernetes/overlays/dev/
 
 echo "Creating EFS file system"
 aws efs create-file-system --creation-token $TEST_ID --tags Key=KubernetesCluster,Value=$CLUSTER_NAME.k8s.local --region $REGION