Improve AI logic

infrastructure/kubernetes/overlays/dev/kustomization.yaml

@@ -391,6 +391,21 @@ patches:
           limits:
             memory: "256Mi"
             cpu: "200m"
+  - target:
+      group: apps
+      version: v1
+      kind: Deployment
+      name: ai-insights-db
+    patch: |-
+      - op: replace
+        path: /spec/template/spec/containers/0/resources
+        value:
+          requests:
+            memory: "64Mi"
+            cpu: "25m"
+          limits:
+            memory: "256Mi"
+            cpu: "200m"
   # Service patches
   - target:
       group: apps
@@ -572,6 +587,21 @@ patches:
           limits:
             memory: "1Gi"
             cpu: "500m"
+  - target:
+      group: apps
+      version: v1
+      kind: Deployment
+      name: ai-insights-service
+    patch: |-
+      - op: replace
+        path: /spec/template/spec/containers/0/resources
+        value:
+          requests:
+            memory: "128Mi"
+            cpu: "50m"
+          limits:
+            memory: "512Mi"
+            cpu: "300m"
 
 secretGenerator:
   - name: dev-secrets
@@ -613,6 +643,8 @@ images:
     newTag: dev
   - name: bakery/alert-processor
     newTag: dev
+  - name: bakery/ai-insights-service
+    newTag: dev
   - name: bakery/demo-session-service
     newTag: dev
   - name: bakery/gateway
@@ -649,6 +681,8 @@ replicas:
     count: 1
   - name: alert-processor-service
     count: 1
+  - name: ai-insights-service
+    count: 1
   - name: demo-session-service
     count: 1
   - name: gateway