diff --git a/operator/config/crd/bases/machinelearning.seldon.io_seldondeployments.yaml b/operator/config/crd/bases/machinelearning.seldon.io_seldondeployments.yaml
index 44214868be..a2ce895ae7 100644
--- a/operator/config/crd/bases/machinelearning.seldon.io_seldondeployments.yaml
+++ b/operator/config/crd/bases/machinelearning.seldon.io_seldondeployments.yaml
@@ -6073,11 +6073,17 @@ spec:
               type: string
           type: object
       type: object
-  version: v1alpha2
+  version: v1
   versions:
-  - name: v1alpha2
+  - name: v1
     served: true
     storage: true
+  - name: v1alpha2
+    served: true
+    storage: false
+  - name: v1alpha3
+    served: true
+    storage: false
 status:
   acceptedNames:
     kind: ""
diff --git a/operator/config/webhook/manifests.yaml b/operator/config/webhook/manifests.yaml
index 97c42bbaaf..1c090135b1 100644
--- a/operator/config/webhook/manifests.yaml
+++ b/operator/config/webhook/manifests.yaml
@@ -6,6 +6,24 @@ metadata:
   creationTimestamp: null
   name: mutating-webhook-configuration
 webhooks:
+- clientConfig:
+    caBundle: Cg==
+    service:
+      name: webhook-service
+      namespace: system
+      path: /mutate-machinelearning-seldon-io-v1-seldondeployment
+  failurePolicy: Fail
+  name: mseldondeployment.kb.io
+  rules:
+  - apiGroups:
+    - machinelearning.seldon.io
+    apiVersions:
+    - v1
+    operations:
+    - CREATE
+    - UPDATE
+    resources:
+    - seldondeployments
 - clientConfig:
     caBundle: Cg==
     service:
@@ -24,6 +42,24 @@ webhooks:
     - UPDATE
     resources:
     - seldondeployments
+- clientConfig:
+    caBundle: Cg==
+    service:
+      name: webhook-service
+      namespace: system
+      path: /mutate-machinelearning-seldon-io-v1alpha3-seldondeployment
+  failurePolicy: Fail
+  name: mseldondeployment.kb.io
+  rules:
+  - apiGroups:
+    - machinelearning.seldon.io
+    apiVersions:
+    - v1alpha3
+    operations:
+    - CREATE
+    - UPDATE
+    resources:
+    - seldondeployments
 
 ---
 apiVersion: admissionregistration.k8s.io/v1beta1
@@ -32,6 +68,24 @@ metadata:
   creationTimestamp: null
   name: validating-webhook-configuration
 webhooks:
+- clientConfig:
+    caBundle: Cg==
+    service:
+      name: webhook-service
+      namespace: system
+      path: /validate-machinelearning-seldon-io-v1-seldondeployment
+  failurePolicy: Fail
+  name: vseldondeployment.kb.io
+  rules:
+  - apiGroups:
+    - machinelearning.seldon.io
+    apiVersions:
+    - v1
+    operations:
+    - CREATE
+    - UPDATE
+    resources:
+    - seldondeployments
 - clientConfig:
     caBundle: Cg==
     service:
@@ -50,3 +104,21 @@ webhooks:
     - UPDATE
     resources:
     - seldondeployments
+- clientConfig:
+    caBundle: Cg==
+    service:
+      name: webhook-service
+      namespace: system
+      path: /validate-machinelearning-seldon-io-v1alpha3-seldondeployment
+  failurePolicy: Fail
+  name: vseldondeployment.kb.io
+  rules:
+  - apiGroups:
+    - machinelearning.seldon.io
+    apiVersions:
+    - v1alpha3
+    operations:
+    - CREATE
+    - UPDATE
+    resources:
+    - seldondeployments