diff --git a/docs/development-guide.md b/docs/development-guide.md
index 129e6b3e1e4..cfaf3d27405 100644
--- a/docs/development-guide.md
+++ b/docs/development-guide.md
@@ -79,28 +79,47 @@ This doc explains how to build and run the Online Boutique source code locally u
 
 ## Option 2 - Local Cluster 
 
-1. Launch a local Kubernetes cluster with one of the following tools:
+### Launching with Minikube
 
-    - To launch **Minikube** (tested with Ubuntu Linux). Please, ensure that the
-       local Kubernetes cluster has at least:
-        - 4 CPUs
-        - 4.0 GiB memory
-        - 32 GB disk space
+1. Launch a **Minikube** cluster (tested with Ubuntu Linux). Please, ensure that the local Kubernetes cluster has at least:
+    - 4 CPUs
+    - 4.0 GiB memory
+    - 32 GB disk space
 
-      ```shell
-      minikube start --cpus=4 --memory 4096 --disk-size 32g
-      ```
+    ```shell
+    minikube start --cpus=4 --memory 4096 --disk-size 32g
+    ```
+
+2. Run `kubectl get nodes` to verify you're connected to the respective control plane.
 
-    - To launch **Docker for Desktop** (tested with Mac/Windows). Go to Preferences:
-        - choose “Enable Kubernetes”,
-        - set CPUs to at least 3, and Memory to at least 6.0 GiB
-        - on the "Disk" tab, set at least 32 GB disk space
+3. Apply the Minikube-specific Kubernetes manifest file:
+
+    ```sh
+    kubectl apply -f ./release/minikube-kubernetes-manifests.yaml
+    ```
+
+   The `minikube-kubernetes-manifests.yaml` file includes changes made to ensure compatibility with Minikube:
+   
+   - **Service Type Adjustments**: Services originally defined as `LoadBalancer` have been changed to `NodePort` since Minikube does not natively support `LoadBalancer` services without additional configurations.
+   - **Resource Requests and Limits** (Optional): CPU and memory resource requests and limits have been reduced to align with the typically constrained resource availability in a Minikube environment.
+
+4. Run `kubectl get pods` to verify the Pods are ready and running.
 
-    - To launch a **Kind** cluster:
+5. Run `kubectl get services` to confirm that the services are up and running.
 
-      ```shell
-      kind create cluster
-      ```
+6. To access the frontend service, you can run the following command, which will open it in your default web browser:
+
+    ```sh
+    minikube service frontend-external
+    ```
+
+### Launching with Kind
+
+1. To launch a **Kind** cluster:
+
+    ```shell
+    kind create cluster
+    ```
 
 2. Run `kubectl get nodes` to verify you're connected to the respective control plane.
 
@@ -114,8 +133,7 @@ This doc explains how to build and run the Online Boutique source code locally u
 
 6. Navigate to `localhost:8080` to access the web frontend.
 
-
 ## Cleanup
 
-If you've deployed the application with `skaffold run` command, you can run
+If you've deployed the application with the `skaffold run` command, you can run
 `skaffold delete` to clean up the deployed resources.
diff --git a/release/minikube-kubernetes-manifests.yaml b/release/minikube-kubernetes-manifests.yaml
new file mode 100644
index 00000000000..f7313f327e7
--- /dev/null
+++ b/release/minikube-kubernetes-manifests.yaml
@@ -0,0 +1,978 @@
+# Copyright 2018 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# ----------------------------------------------------------
+# WARNING: This file is autogenerated. Do not manually edit.
+# ----------------------------------------------------------
+
+# [START gke_release_kubernetes_manifests_microservices_demo]
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: emailservice
+  labels:
+    app: emailservice
+spec:
+  selector:
+    matchLabels:
+      app: emailservice
+  template:
+    metadata:
+      labels:
+        app: emailservice
+    spec:
+      serviceAccountName: emailservice
+      terminationGracePeriodSeconds: 5
+      securityContext:
+        fsGroup: 1000
+        runAsGroup: 1000
+        runAsNonRoot: true
+        runAsUser: 1000
+      containers:
+      - name: server
+        securityContext:
+          allowPrivilegeEscalation: false
+          capabilities:
+            drop:
+              - ALL
+          privileged: false
+          readOnlyRootFilesystem: true
+        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/emailservice:v0.10.2
+        ports:
+        - containerPort: 8080
+        env:
+        - name: PORT
+          value: "8080"
+        - name: DISABLE_PROFILER
+          value: "1"
+        readinessProbe:
+          periodSeconds: 5
+          grpc:
+            port: 8080
+        livenessProbe:
+          periodSeconds: 5
+          grpc:
+            port: 8080
+        resources:
+          requests:
+            cpu: 100m
+            memory: 64Mi
+          limits:
+            cpu: 200m
+            memory: 128Mi
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: emailservice
+  labels:
+    app: emailservice
+spec:
+  type: ClusterIP
+  selector:
+    app: emailservice
+  ports:
+  - name: grpc
+    port: 5000
+    targetPort: 8080
+---
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: emailservice
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: checkoutservice
+  labels:
+    app: checkoutservice
+spec:
+  selector:
+    matchLabels:
+      app: checkoutservice
+  template:
+    metadata:
+      labels:
+        app: checkoutservice
+    spec:
+      serviceAccountName: checkoutservice
+      securityContext:
+        fsGroup: 1000
+        runAsGroup: 1000
+        runAsNonRoot: true
+        runAsUser: 1000
+      containers:
+        - name: server
+          securityContext:
+            allowPrivilegeEscalation: false
+            capabilities:
+              drop:
+                - ALL
+            privileged: false
+            readOnlyRootFilesystem: true
+          image: us-central1-docker.pkg.dev/google-samples/microservices-demo/checkoutservice:v0.10.2
+          ports:
+          - containerPort: 5050
+          readinessProbe:
+            grpc:
+              port: 5050
+          livenessProbe:
+            grpc:
+              port: 5050
+          env:
+          - name: PORT
+            value: "5050"
+          - name: PRODUCT_CATALOG_SERVICE_ADDR
+            value: "productcatalogservice:3550"
+          - name: SHIPPING_SERVICE_ADDR
+            value: "shippingservice:50051"
+          - name: PAYMENT_SERVICE_ADDR
+            value: "paymentservice:50051"
+          - name: EMAIL_SERVICE_ADDR
+            value: "emailservice:5000"
+          - name: CURRENCY_SERVICE_ADDR
+            value: "currencyservice:7000"
+          - name: CART_SERVICE_ADDR
+            value: "cartservice:7070"
+          resources:
+            requests:
+              cpu: 100m  # could adjust to 50m (Optional)
+              memory: 64Mi # could adjust to 32Mi (Optional)
+            limits:
+              cpu: 200m  # could adjust to 100m (Optional)
+              memory: 128Mi  # could adjust to 64Mi (Optional)
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: checkoutservice
+  labels:
+    app: checkoutservice
+spec:
+  type: ClusterIP
+  selector:
+    app: checkoutservice
+  ports:
+  - name: grpc
+    port: 5050
+    targetPort: 5050
+---
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: checkoutservice
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: recommendationservice
+  labels:
+    app: recommendationservice
+spec:
+  selector:
+    matchLabels:
+      app: recommendationservice
+  template:
+    metadata:
+      labels:
+        app: recommendationservice
+    spec:
+      serviceAccountName: recommendationservice
+      terminationGracePeriodSeconds: 5
+      securityContext:
+        fsGroup: 1000
+        runAsGroup: 1000
+        runAsNonRoot: true
+        runAsUser: 1000
+      containers:
+      - name: server
+        securityContext:
+          allowPrivilegeEscalation: false
+          capabilities:
+            drop:
+              - ALL
+          privileged: false
+          readOnlyRootFilesystem: true
+        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/recommendationservice:v0.10.2
+        ports:
+        - containerPort: 8080
+        readinessProbe:
+          periodSeconds: 5
+          grpc:
+            port: 8080
+        livenessProbe:
+          periodSeconds: 5
+          grpc:
+            port: 8080
+        env:
+        - name: PORT
+          value: "8080"
+        - name: PRODUCT_CATALOG_SERVICE_ADDR
+          value: "productcatalogservice:3550"
+        - name: DISABLE_PROFILER
+          value: "1"
+        resources:
+          requests:
+            cpu: 100m
+            memory: 220Mi
+          limits:
+            cpu: 200m
+            memory: 450Mi
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: recommendationservice
+  labels:
+    app: recommendationservice
+spec:
+  type: ClusterIP
+  selector:
+    app: recommendationservice
+  ports:
+  - name: grpc
+    port: 8080
+    targetPort: 8080
+---
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: recommendationservice
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: frontend
+  labels:
+    app: frontend
+spec:
+  selector:
+    matchLabels:
+      app: frontend
+  template:
+    metadata:
+      labels:
+        app: frontend
+      annotations:
+        sidecar.istio.io/rewriteAppHTTPProbers: "true"
+    spec:
+      serviceAccountName: frontend
+      securityContext:
+        fsGroup: 1000
+        runAsGroup: 1000
+        runAsNonRoot: true
+        runAsUser: 1000
+      containers:
+        - name: server
+          securityContext:
+            allowPrivilegeEscalation: false
+            capabilities:
+              drop:
+                - ALL
+            privileged: false
+            readOnlyRootFilesystem: true
+          image: us-central1-docker.pkg.dev/google-samples/microservices-demo/frontend:v0.10.2
+          ports:
+          - containerPort: 8080
+          readinessProbe:
+            initialDelaySeconds: 10
+            httpGet:
+              path: "/_healthz"
+              port: 8080
+              httpHeaders:
+              - name: "Cookie"
+                value: "shop_session-id=x-readiness-probe"
+          livenessProbe:
+            initialDelaySeconds: 10
+            httpGet:
+              path: "/_healthz"
+              port: 8080
+              httpHeaders:
+              - name: "Cookie"
+                value: "shop_session-id=x-liveness-probe"
+          env:
+          - name: PORT
+            value: "8080"
+          - name: PRODUCT_CATALOG_SERVICE_ADDR
+            value: "productcatalogservice:3550"
+          - name: CURRENCY_SERVICE_ADDR
+            value: "currencyservice:7000"
+          - name: CART_SERVICE_ADDR
+            value: "cartservice:7070"
+          - name: RECOMMENDATION_SERVICE_ADDR
+            value: "recommendationservice:8080"
+          - name: SHIPPING_SERVICE_ADDR
+            value: "shippingservice:50051"
+          - name: CHECKOUT_SERVICE_ADDR
+            value: "checkoutservice:5050"
+          - name: AD_SERVICE_ADDR
+            value: "adservice:9555"
+          - name: SHOPPING_ASSISTANT_SERVICE_ADDR
+            value: "shoppingassistantservice:80"
+          # # ENV_PLATFORM: One of: local, gcp, aws, azure, onprem, alibaba
+          # # When not set, defaults to "local" unless running in GKE, otherwies auto-sets to gcp
+          # - name: ENV_PLATFORM
+          #   value: "aws"
+          - name: ENABLE_PROFILER
+            value: "0"
+          # - name: CYMBAL_BRANDING
+          #   value: "true"
+          # - name: ENABLE_ASSISTANT
+          #   value: "true"
+          # - name: FRONTEND_MESSAGE
+          #   value: "Replace this with a message you want to display on all pages."
+          # As part of an optional Google Cloud demo, you can run an optional microservice called the "packaging service".
+          # - name: PACKAGING_SERVICE_URL
+          #   value: "" # This value would look like "http://123.123.123"
+          resources:
+            requests:
+              cpu: 100m
+              memory: 64Mi
+            limits:
+              cpu: 200m
+              memory: 128Mi
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: frontend
+  labels:
+    app: frontend
+spec:
+  type: ClusterIP
+  selector:
+    app: frontend
+  ports:
+  - name: http
+    port: 80
+    targetPort: 8080
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: frontend-external
+  labels:
+    app: frontend
+spec:
+  type: NodePort
+  selector:
+    app: frontend
+  ports:
+  - name: http
+    port: 80
+    targetPort: 8080
+---
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: frontend
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: paymentservice
+  labels:
+    app: paymentservice
+spec:
+  selector:
+    matchLabels:
+      app: paymentservice
+  template:
+    metadata:
+      labels:
+        app: paymentservice
+    spec:
+      serviceAccountName: paymentservice
+      terminationGracePeriodSeconds: 5
+      securityContext:
+        fsGroup: 1000
+        runAsGroup: 1000
+        runAsNonRoot: true
+        runAsUser: 1000
+      containers:
+      - name: server
+        securityContext:
+          allowPrivilegeEscalation: false
+          capabilities:
+            drop:
+              - ALL
+          privileged: false
+          readOnlyRootFilesystem: true
+        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/paymentservice:v0.10.2
+        ports:
+        - containerPort: 50051
+        env:
+        - name: PORT
+          value: "50051"
+        - name: DISABLE_PROFILER
+          value: "1"
+        readinessProbe:
+          grpc:
+            port: 50051
+        livenessProbe:
+          grpc:
+            port: 50051
+        resources:
+          requests:
+            cpu: 100m
+            memory: 64Mi
+          limits:
+            cpu: 200m
+            memory: 128Mi
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: paymentservice
+  labels:
+    app: paymentservice
+spec:
+  type: ClusterIP
+  selector:
+    app: paymentservice
+  ports:
+  - name: grpc
+    port: 50051
+    targetPort: 50051
+---
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: paymentservice
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: productcatalogservice
+  labels:
+    app: productcatalogservice
+spec:
+  selector:
+    matchLabels:
+      app: productcatalogservice
+  template:
+    metadata:
+      labels:
+        app: productcatalogservice
+    spec:
+      serviceAccountName: productcatalogservice
+      terminationGracePeriodSeconds: 5
+      securityContext:
+        fsGroup: 1000
+        runAsGroup: 1000
+        runAsNonRoot: true
+        runAsUser: 1000
+      containers:
+      - name: server
+        securityContext:
+          allowPrivilegeEscalation: false
+          capabilities:
+            drop:
+              - ALL
+          privileged: false
+          readOnlyRootFilesystem: true
+        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/productcatalogservice:v0.10.2
+        ports:
+        - containerPort: 3550
+        env:
+        - name: PORT
+          value: "3550"
+        - name: DISABLE_PROFILER
+          value: "1"
+        readinessProbe:
+          grpc:
+            port: 3550
+        livenessProbe:
+          grpc:
+            port: 3550
+        resources:
+          requests:
+            cpu: 100m
+            memory: 64Mi
+          limits:
+            cpu: 200m
+            memory: 128Mi
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: productcatalogservice
+  labels:
+    app: productcatalogservice
+spec:
+  type: ClusterIP
+  selector:
+    app: productcatalogservice
+  ports:
+  - name: grpc
+    port: 3550
+    targetPort: 3550
+---
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: productcatalogservice
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: cartservice
+  labels:
+    app: cartservice
+spec:
+  selector:
+    matchLabels:
+      app: cartservice
+  template:
+    metadata:
+      labels:
+        app: cartservice
+    spec:
+      serviceAccountName: cartservice
+      terminationGracePeriodSeconds: 5
+      securityContext:
+        fsGroup: 1000
+        runAsGroup: 1000
+        runAsNonRoot: true
+        runAsUser: 1000
+      containers:
+      - name: server
+        securityContext:
+          allowPrivilegeEscalation: false
+          capabilities:
+            drop:
+              - ALL
+          privileged: false
+          readOnlyRootFilesystem: true
+        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/cartservice:v0.10.2
+        ports:
+        - containerPort: 7070
+        env:
+        - name: REDIS_ADDR
+          value: "redis-cart:6379"
+        resources:
+          requests:
+            cpu: 200m
+            memory: 64Mi
+          limits:
+            cpu: 300m
+            memory: 128Mi
+        readinessProbe:
+          initialDelaySeconds: 15
+          grpc:
+            port: 7070
+        livenessProbe:
+          initialDelaySeconds: 15
+          periodSeconds: 10
+          grpc:
+            port: 7070
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: cartservice
+  labels:
+    app: cartservice
+spec:
+  type: ClusterIP
+  selector:
+    app: cartservice
+  ports:
+  - name: grpc
+    port: 7070
+    targetPort: 7070
+---
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: cartservice
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: redis-cart
+  labels:
+    app: redis-cart
+spec:
+  selector:
+    matchLabels:
+      app: redis-cart
+  template:
+    metadata:
+      labels:
+        app: redis-cart
+    spec:
+      securityContext:
+        fsGroup: 1000
+        runAsGroup: 1000
+        runAsNonRoot: true
+        runAsUser: 1000
+      containers:
+      - name: redis
+        securityContext:
+          allowPrivilegeEscalation: false
+          capabilities:
+            drop:
+              - ALL
+          privileged: false
+          readOnlyRootFilesystem: true
+        image: redis:alpine
+        ports:
+        - containerPort: 6379
+        readinessProbe:
+          periodSeconds: 5
+          tcpSocket:
+            port: 6379
+        livenessProbe:
+          periodSeconds: 5
+          tcpSocket:
+            port: 6379
+        volumeMounts:
+        - mountPath: /data
+          name: redis-data
+        resources:
+          limits:
+            memory: 256Mi
+            cpu: 125m
+          requests:
+            cpu: 70m
+            memory: 200Mi
+      volumes:
+      - name: redis-data
+        emptyDir: {}
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: redis-cart
+  labels:
+    app: redis-cart
+spec:
+  type: ClusterIP
+  selector:
+    app: redis-cart
+  ports:
+  - name: tcp-redis
+    port: 6379
+    targetPort: 6379
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: loadgenerator
+  labels:
+    app: loadgenerator
+spec:
+  selector:
+    matchLabels:
+      app: loadgenerator
+  replicas: 1
+  template:
+    metadata:
+      labels:
+        app: loadgenerator
+      annotations:
+        sidecar.istio.io/rewriteAppHTTPProbers: "true"
+    spec:
+      serviceAccountName: loadgenerator
+      terminationGracePeriodSeconds: 5
+      restartPolicy: Always
+      securityContext:
+        fsGroup: 1000
+        runAsGroup: 1000
+        runAsNonRoot: true
+        runAsUser: 1000
+      initContainers:
+      - command:
+        - /bin/sh
+        - -exc
+        - |
+          MAX_RETRIES=12
+          RETRY_INTERVAL=10
+          for i in $(seq 1 $MAX_RETRIES); do
+            echo "Attempt $i: Pinging frontend: ${FRONTEND_ADDR}..."
+            STATUSCODE=$(wget --server-response http://${FRONTEND_ADDR} 2>&1 | awk '/^  HTTP/{print $2}')
+            if [ $STATUSCODE -eq 200 ]; then
+                echo "Frontend is reachable."
+                exit 0
+            fi
+            echo "Error: Could not reach frontend - Status code: ${STATUSCODE}"
+            sleep $RETRY_INTERVAL
+          done
+          echo "Failed to reach frontend after $MAX_RETRIES attempts."
+          exit 1
+        name: frontend-check
+        securityContext:
+          allowPrivilegeEscalation: false
+          capabilities:
+            drop:
+              - ALL
+          privileged: false
+          readOnlyRootFilesystem: true
+        image: busybox:latest
+        env:
+        - name: FRONTEND_ADDR
+          value: "frontend:80"
+      containers:
+      - name: main
+        securityContext:
+          allowPrivilegeEscalation: false
+          capabilities:
+            drop:
+              - ALL
+          privileged: false
+          readOnlyRootFilesystem: true
+        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/loadgenerator:v0.10.2
+        env:
+        - name: FRONTEND_ADDR
+          value: "frontend:80"
+        - name: USERS
+          value: "10"
+        resources:
+          requests:
+            cpu: 300m
+            memory: 256Mi
+          limits:
+            cpu: 500m
+            memory: 512Mi
+---
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: loadgenerator
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: currencyservice
+  labels:
+    app: currencyservice
+spec:
+  selector:
+    matchLabels:
+      app: currencyservice
+  template:
+    metadata:
+      labels:
+        app: currencyservice
+    spec:
+      serviceAccountName: currencyservice
+      terminationGracePeriodSeconds: 5
+      securityContext:
+        fsGroup: 1000
+        runAsGroup: 1000
+        runAsNonRoot: true
+        runAsUser: 1000
+      containers:
+      - name: server
+        securityContext:
+          allowPrivilegeEscalation: false
+          capabilities:
+            drop:
+              - ALL
+          privileged: false
+          readOnlyRootFilesystem: true
+        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/currencyservice:v0.10.2
+        ports:
+        - name: grpc
+          containerPort: 7000
+        env:
+        - name: PORT
+          value: "7000"
+        - name: DISABLE_PROFILER
+          value: "1"
+        readinessProbe:
+          grpc:
+            port: 7000
+        livenessProbe:
+          grpc:
+            port: 7000
+        resources:
+          requests:
+            cpu: 100m
+            memory: 64Mi
+          limits:
+            cpu: 200m
+            memory: 128Mi
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: currencyservice
+  labels:
+    app: currencyservice
+spec:
+  type: ClusterIP
+  selector:
+    app: currencyservice
+  ports:
+  - name: grpc
+    port: 7000
+    targetPort: 7000
+---
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: currencyservice
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: shippingservice
+  labels:
+    app: shippingservice
+spec:
+  selector:
+    matchLabels:
+      app: shippingservice
+  template:
+    metadata:
+      labels:
+        app: shippingservice
+    spec:
+      serviceAccountName: shippingservice
+      securityContext:
+        fsGroup: 1000
+        runAsGroup: 1000
+        runAsNonRoot: true
+        runAsUser: 1000
+      containers:
+      - name: server
+        securityContext:
+          allowPrivilegeEscalation: false
+          capabilities:
+            drop:
+              - ALL
+          privileged: false
+          readOnlyRootFilesystem: true
+        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/shippingservice:v0.10.2
+        ports:
+        - containerPort: 50051
+        env:
+        - name: PORT
+          value: "50051"
+        - name: DISABLE_PROFILER
+          value: "1"
+        readinessProbe:
+          periodSeconds: 5
+          grpc:
+            port: 50051
+        livenessProbe:
+          grpc:
+            port: 50051
+        resources:
+          requests:
+            cpu: 100m
+            memory: 64Mi
+          limits:
+            cpu: 200m
+            memory: 128Mi
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: shippingservice
+  labels:
+    app: shippingservice
+spec:
+  type: ClusterIP
+  selector:
+    app: shippingservice
+  ports:
+  - name: grpc
+    port: 50051
+    targetPort: 50051
+---
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: shippingservice
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: adservice
+  labels:
+    app: adservice
+spec:
+  selector:
+    matchLabels:
+      app: adservice
+  template:
+    metadata:
+      labels:
+        app: adservice
+    spec:
+      serviceAccountName: adservice
+      terminationGracePeriodSeconds: 5
+      securityContext:
+        fsGroup: 1000
+        runAsGroup: 1000
+        runAsNonRoot: true
+        runAsUser: 1000
+      containers:
+      - name: server
+        securityContext:
+          allowPrivilegeEscalation: false
+          capabilities:
+            drop:
+              - ALL
+          privileged: false
+          readOnlyRootFilesystem: true
+        image: us-central1-docker.pkg.dev/google-samples/microservices-demo/adservice:v0.10.2
+        ports:
+        - containerPort: 9555
+        env:
+        - name: PORT
+          value: "9555"
+        resources:
+          requests:
+            cpu: 200m
+            memory: 180Mi
+          limits:
+            cpu: 300m
+            memory: 300Mi
+        readinessProbe:
+          initialDelaySeconds: 20
+          periodSeconds: 15
+          grpc:
+            port: 9555
+        livenessProbe:
+          initialDelaySeconds: 20
+          periodSeconds: 15
+          grpc:
+            port: 9555
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: adservice
+  labels:
+    app: adservice
+spec:
+  type: ClusterIP
+  selector:
+    app: adservice
+  ports:
+  - name: grpc
+    port: 9555
+    targetPort: 9555
+---
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: adservice
+# [END gke_release_kubernetes_manifests_microservices_demo]