Add minio support and forntend analitycs

infrastructure/kubernetes/overlays/dev/kustomization.yaml

@@ -666,7 +666,7 @@ replicas:
   - name: tenant-service
     count: 1
   - name: training-service
-    count: 1
+    count: 2  # Safe with MinIO storage
   - name: forecasting-service
     count: 1
   - name: sales-service

infrastructure/kubernetes/overlays/prod/kustomization.yaml

@@ -200,7 +200,7 @@ replicas:
   - name: tenant-service
     count: 2
   - name: training-service
-    count: 2
+    count: 3  # Safe with MinIO storage - no PVC conflicts
   - name: forecasting-service
     count: 3
   - name: sales-service

infrastructure/kubernetes/overlays/prod/storage-patch.yaml

@@ -1,12 +0,0 @@
-apiVersion: v1
-kind: PersistentVolumeClaim
-metadata:
-  name: model-storage
-  namespace: bakery-ia
-spec:
-  storageClassName: microk8s-hostpath  # MicroK8s storage class
-  accessModes:
-    - ReadWriteOnce
-  resources:
-    requests:
-      storage: 50Gi  # Increased for production (adjust based on your needs)