diff --git a/deploy/azure/autoscaling.yml b/deploy/azure/autoscaling.yml
new file mode 100644
index 00000000..714e7df3
--- /dev/null
+++ b/deploy/azure/autoscaling.yml
@@ -0,0 +1,40 @@
+---
+apiVersion: autoscaling/v2beta1
+kind: HorizontalPodAutoscaler
+metadata:
+  labels:
+    app: atst
+  name: atst
+  namespace: atat
+spec:
+  minReplicas: 2
+  maxReplicas: 10
+  scaleTargetRef:
+    apiVersion: apps/v1
+    kind: Deployment
+    name: atst
+  metrics:
+    - type: Resource
+      resource:
+        name: cpu
+        targetAverageUtilization: 60
+---
+apiVersion: autoscaling/v2beta1
+kind: HorizontalPodAutoscaler
+metadata:
+  labels:
+    app: atst
+  name: atst-worker
+  namespace: atat
+spec:
+  minReplicas: 2
+  maxReplicas: 10
+  scaleTargetRef:
+    apiVersion: apps/v1
+    kind: Deployment
+    name: atst
+  metrics:
+    - type: Resource
+      resource:
+        name: cpu
+        targetAverageUtilization: 60
diff --git a/deploy/azure/kustomization.yaml b/deploy/azure/kustomization.yaml
index 9dee809c..d0162394 100644
--- a/deploy/azure/kustomization.yaml
+++ b/deploy/azure/kustomization.yaml
@@ -12,3 +12,4 @@ resources:
   - acme-challenges.yml
   - aadpodidentity.yml
   - nginx-snippets.yml
+  - autoscaling.yml