diff --git a/k8s-manifests/README.md b/k8s-manifests/README.md
index 8bc8ea57..e3ddc9c5 100644
--- a/k8s-manifests/README.md
+++ b/k8s-manifests/README.md
@@ -82,7 +82,8 @@ export REGISTRY_URL=localhost:5000
 > Building and pushing containers to the local registry needs to be done on the worker node.
 
 ```bash
-docker build -t $REGISTRY_URL/backend:latest ./services/backend && docker push $REGISTRY_URL/backend:latest
+SERVICE_NAME=ads
+docker build -t $REGISTRY_URL/$SERVICE_NAME:latest ./services/$SERVICE_NAME && docker push $REGISTRY_URL/$SERVICE_NAME:latest
 ```
 
 ## Prerequisites
@@ -140,7 +141,7 @@ export SD_TAG=1.4.0
 export DD_VERSION_ADS=1.0.0
 export DD_VERSION_BACKEND=1.0.0
 export DD_VERSION_DISCOUNTS=1.0.0
-export DD_VERSION_NGINX=1.0.0
+export DD_VERSION_NGINX=1.28.0
 export NEXT_PUBLIC_DD_SERVICE_FRONTEND=store-frontend
 export NEXT_PUBLIC_DD_VERSION_FRONTEND=1.0.0
 export DD_ENV=development
@@ -174,7 +175,7 @@ The storedog-app definition files contain variables which need to be set before
 
 1. **Deploy Cluster Components (one-time setup per cluster):**
 
-This single command installs the storage provisioner and the ingress controller.
+Install the storage provisioner and the ingress controller.
 
 ```bash
 kubectl apply -R -f k8s-manifests/cluster-setup/
diff --git a/k8s-manifests/storedog-app/configmaps/feature-flags-config.yaml b/k8s-manifests/storedog-app/configmaps/feature-flags-config.yaml
new file mode 100644
index 00000000..60d9451c
--- /dev/null
+++ b/k8s-manifests/storedog-app/configmaps/feature-flags-config.yaml
@@ -0,0 +1,34 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: feature-flags-config
+  labels:
+    app: frontend
+    managed-by: storedog
+    purpose: feature-flags
+    environment: development
+    tier: application
+data:
+  featureFlags.config.json: |
+    [
+      {
+        "id": "1",
+        "name": "dbm",
+        "active": false
+      },
+      {
+        "id": "2",
+        "name": "error-tracking",
+        "active": false
+      },
+      {
+        "id": "3",
+        "name": "api-errors",
+        "active": false
+      },
+      {
+        "id": "4",
+        "name": "product-card-frustration",
+        "active": false
+      }
+    ]
diff --git a/k8s-manifests/storedog-app/deployments/backend.yaml b/k8s-manifests/storedog-app/deployments/backend.yaml
index 8553aa7c..31498d6a 100644
--- a/k8s-manifests/storedog-app/deployments/backend.yaml
+++ b/k8s-manifests/storedog-app/deployments/backend.yaml
@@ -24,7 +24,7 @@ spec:
       labels:
         app: backend
       annotations:
-        ad.datadoghq.com/backend.logs: '[{"source": "ruby"}, "auto_multi_line_detection":true }]'
+        ad.datadoghq.com/backend.logs: '[{"source": "ruby", "auto_multi_line_detection":true}]'
     spec:
       volumes:
         - name: apmsocketpath
@@ -39,7 +39,6 @@ spec:
           image: ${REGISTRY_URL}/backend:${SD_TAG}
           ports:
             - containerPort: 4000
-          command: ["bundle", "exec", "rails", "s", "-b", "0.0.0.0", "-p", "4000"]
           env:
             - name: REDIS_URL
               valueFrom:
diff --git a/k8s-manifests/storedog-app/deployments/discounts.yaml b/k8s-manifests/storedog-app/deployments/discounts.yaml
index 5f0ede42..c448005c 100644
--- a/k8s-manifests/storedog-app/deployments/discounts.yaml
+++ b/k8s-manifests/storedog-app/deployments/discounts.yaml
@@ -39,10 +39,11 @@ spec:
           image: ${REGISTRY_URL}/discounts:${SD_TAG}
           ports:
             - containerPort: 2814
-          command: ["ddtrace-run", "flask", "run", "--port=2814", "--host=0.0.0.0"]
           env:
             - name: FLASK_APP
               value: "discounts.py"
+            - name: DISCOUNTS_PORT
+              value: "2814"
             - name: FLASK_DEBUG
               value: "0"
             - name: POSTGRES_PASSWORD
diff --git a/k8s-manifests/storedog-app/deployments/frontend.yaml b/k8s-manifests/storedog-app/deployments/frontend.yaml
index e7c029ab..18da8998 100644
--- a/k8s-manifests/storedog-app/deployments/frontend.yaml
+++ b/k8s-manifests/storedog-app/deployments/frontend.yaml
@@ -30,6 +30,9 @@ spec:
         - name: apmsocketpath
           hostPath:
             path: /var/run/datadog/
+        - name: feature-flags-config
+          configMap:
+            name: feature-flags-config
       initContainers:
         - name: wait-for-backend
           image: busybox
@@ -106,6 +109,9 @@ spec:
           volumeMounts:
             - name: apmsocketpath
               mountPath: /var/run/datadog
+            - name: feature-flags-config
+              mountPath: /app/featureFlags.config.json
+              subPath: featureFlags.config.json
           livenessProbe:
             httpGet:
               path: /
diff --git a/k8s-manifests/storedog-app/deployments/nginx.yaml b/k8s-manifests/storedog-app/deployments/nginx.yaml
index 9437cc96..90fa2be5 100644
--- a/k8s-manifests/storedog-app/deployments/nginx.yaml
+++ b/k8s-manifests/storedog-app/deployments/nginx.yaml
@@ -30,8 +30,8 @@ spec:
         tags.datadoghq.com/service: service-proxy
         tags.datadoghq.com/version: 1.28.0
       annotations:
-        ad.datadoghq.com/nginx.logs: '[{"source": "nginx"}]'
-        ad.datadoghq.com/nginx.checks: |
+        ad.datadoghq.com/service-proxy.logs: '[{"source": "nginx"}]'
+        ad.datadoghq.com/service-proxy.checks: |
           {
             "nginx": {
             "init_config": {},
diff --git a/k8s-manifests/storedog-app/deployments/worker.yaml b/k8s-manifests/storedog-app/deployments/worker.yaml
index 1ab25be1..5a4f2bb3 100644
--- a/k8s-manifests/storedog-app/deployments/worker.yaml
+++ b/k8s-manifests/storedog-app/deployments/worker.yaml
@@ -12,7 +12,7 @@ spec:
       labels:
         app: worker
       annotations:
-        ad.datadoghq.com/worker.logs: '[{"source": "ruby"}, "auto_multi_line_detection":true }]'
+        ad.datadoghq.com/worker.logs: '[{"source": "ruby", "auto_multi_line_detection":true}]'
     spec:
       volumes:
         - name: apmsocketpath
diff --git a/k8s-manifests/storedog-app/ingress/nginx-ingress.yaml b/k8s-manifests/storedog-app/ingress/nginx-ingress.yaml
index 1f40edaa..081bec8e 100644
--- a/k8s-manifests/storedog-app/ingress/nginx-ingress.yaml
+++ b/k8s-manifests/storedog-app/ingress/nginx-ingress.yaml
@@ -2,7 +2,6 @@ apiVersion: networking.k8s.io/v1
 kind: Ingress
 metadata:
   name: storedog-ingress
-  namespace: storedog
 spec:
   ingressClassName: nginx
   # All traffic that doesn't match a more specific rule below will
diff --git a/k8s-manifests/storedog-app/statefulsets/postgres.yaml b/k8s-manifests/storedog-app/statefulsets/postgres.yaml
index 877d9e02..e614275e 100644
--- a/k8s-manifests/storedog-app/statefulsets/postgres.yaml
+++ b/k8s-manifests/storedog-app/statefulsets/postgres.yaml
@@ -15,6 +15,7 @@ kind: StatefulSet
 metadata:
   name: postgres
   labels:
+    tags.datadoghq.com/env: ${DD_ENV}
     tags.datadoghq.com/service: store-db
     tags.datadoghq.com/version: "15.0"
 spec:
@@ -27,16 +28,11 @@ spec:
     metadata:
       labels:
         app: postgres
+        tags.datadoghq.com/env: ${DD_ENV}
         tags.datadoghq.com/service: store-db
         tags.datadoghq.com/version: "15.0"
       annotations:
-        ad.datadoghq.com/postgres.logs: |
-          {
-            "source": "postgresql",
-            "auto_multi_line_detection":true,
-            "path": "/var/log/pg_log/postgresql*.json",
-            "type": "file"
-          }
+        ad.datadoghq.com/postgres.logs: '[{"source": "postgresql", "auto_multi_line_detection":true}]'
         ad.datadoghq.com/postgres.checks: |
           {
             "postgres": {
diff --git a/k8s-manifests/storedog-app/statefulsets/redis.yaml b/k8s-manifests/storedog-app/statefulsets/redis.yaml
index 08878297..bfadf8cd 100644
--- a/k8s-manifests/storedog-app/statefulsets/redis.yaml
+++ b/k8s-manifests/storedog-app/statefulsets/redis.yaml
@@ -15,6 +15,7 @@ kind: StatefulSet
 metadata:
   name: redis
   labels:
+    tags.datadoghq.com/env: ${DD_ENV}
     tags.datadoghq.com/service: redis
     tags.datadoghq.com/version: "6.2"
 spec:
@@ -27,6 +28,7 @@ spec:
     metadata:
       labels:
         app: redis
+        tags.datadoghq.com/env: ${DD_ENV}
         tags.datadoghq.com/service: redis
         tags.datadoghq.com/version: "6.2"
       annotations: