Improve the demo feature of the project

Tiltfile

@@ -165,24 +165,57 @@ k8s_resource('alert-processor-db', labels=['databases'])
 # =============================================================================
 # DEMO INITIALIZATION JOBS
 # =============================================================================
-# Demo seed jobs run in strict order:
-#   1. demo-seed-users (creates demo user accounts)
-#   2. demo-seed-tenants (creates demo tenant records)
-#   3. demo-seed-inventory (creates ingredients & finished products)
-#   4. demo-seed-ai-models (creates fake AI model entries)
+# Demo seed jobs run in strict order to ensure data consistency across services:
+#
+# Order & Dependencies:
+#   1. demo-seed-users         → Creates demo user accounts in auth service
+#   2. demo-seed-tenants       → Creates demo tenant records (depends on users)
+#   3. demo-seed-subscriptions → Creates enterprise subscriptions for demo tenants (depends on tenants)
+#   4. demo-seed-inventory     → Creates ingredients & finished products (depends on tenants)
+#   5. demo-seed-recipes       → Creates recipes using ingredient IDs (depends on inventory)
+#   6. demo-seed-suppliers     → Creates suppliers with price lists for ingredients (depends on inventory)
+#   7. demo-seed-sales         → Creates historical sales data using finished product IDs (depends on inventory)
+#   8. demo-seed-ai-models     → Creates fake AI model entries (depends on inventory)
+#
+# Note: Recipes, Suppliers, and Sales can run in parallel after Inventory completes,
+#       as they all depend on inventory data but not on each other.
 
+# Step 1: Seed users (auth service)
 k8s_resource('demo-seed-users',
     resource_deps=['auth-migration'],
     labels=['demo-init'])
 
+# Step 2: Seed tenants (tenant service)
 k8s_resource('demo-seed-tenants',
     resource_deps=['tenant-migration', 'demo-seed-users'],
     labels=['demo-init'])
 
+# Step 2.5: Seed subscriptions (creates enterprise subscriptions for demo tenants)
+k8s_resource('demo-seed-subscriptions',
+    resource_deps=['tenant-migration', 'demo-seed-tenants'],
+    labels=['demo-init'])
+
+# Step 3: Seed inventory - CRITICAL: All other seeds depend on this
 k8s_resource('demo-seed-inventory',
     resource_deps=['inventory-migration', 'demo-seed-tenants'],
     labels=['demo-init'])
 
+# Step 4: Seed recipes (uses ingredient IDs from inventory)
+k8s_resource('demo-seed-recipes',
+    resource_deps=['recipes-migration', 'demo-seed-inventory'],
+    labels=['demo-init'])
+
+# Step 5: Seed suppliers (uses ingredient IDs for price lists)
+k8s_resource('demo-seed-suppliers',
+    resource_deps=['suppliers-migration', 'demo-seed-inventory'],
+    labels=['demo-init'])
+
+# Step 6: Seed sales (uses finished product IDs from inventory)
+k8s_resource('demo-seed-sales',
+    resource_deps=['sales-migration', 'demo-seed-inventory'],
+    labels=['demo-init'])
+
+# Step 7: Seed AI models (creates training/forecasting model records)
 k8s_resource('demo-seed-ai-models',
     resource_deps=['training-migration', 'demo-seed-inventory'],
     labels=['demo-init'])
@@ -252,13 +285,24 @@ k8s_resource('demo-session-service',
     resource_deps=['demo-session-migration', 'redis'],
     labels=['services'])
 
-# Get the image reference for inventory-service to use in demo clone jobs
-inventory_image_ref = str(local('kubectl get deployment inventory-service -n bakery-ia -o jsonpath="{.spec.template.spec.containers[0].image}" 2>/dev/null || echo "bakery/inventory-service:latest"')).strip()
-
 # Apply environment variable patch to demo-session-service with the inventory image
+# Note: This fetches the CURRENT image tag dynamically when the resource runs
+# Runs after both services are deployed to ensure correct image tag is used
 local_resource('patch-demo-session-env',
-    cmd='kubectl set env deployment/demo-session-service -n bakery-ia CLONE_JOB_IMAGE=' + inventory_image_ref,
-    resource_deps=['demo-session-service'],
+    cmd='''
+        # Wait a moment for deployments to stabilize
+        sleep 2
+
+        # Get current inventory-service image tag
+        INVENTORY_IMAGE=$(kubectl get deployment inventory-service -n bakery-ia -o jsonpath="{.spec.template.spec.containers[0].image}" 2>/dev/null || echo "bakery/inventory-service:latest")
+
+        # Update demo-session-service environment variable
+        kubectl set env deployment/demo-session-service -n bakery-ia CLONE_JOB_IMAGE=$INVENTORY_IMAGE
+
+        echo "✅ Set CLONE_JOB_IMAGE to: $INVENTORY_IMAGE"
+    ''',
+    resource_deps=['demo-session-service', 'inventory-service'],  # Wait for BOTH services
+    auto_init=True,  # Run automatically on Tilt startup
     labels=['config'])
 
 # =============================================================================