diff --git a/backend/deploy/helm/values.yaml b/backend/deploy/helm/values.yaml
index bda0e0a..712184d 100644
--- a/backend/deploy/helm/values.yaml
+++ b/backend/deploy/helm/values.yaml
@@ -26,10 +26,10 @@ httpRoute:
 
 resources:
   requests:
-    cpu: 100m
-    memory: 128Mi
+    cpu: 50m
+    memory: 64Mi
   limits:
-    cpu: 100m
+    cpu: 200m
     memory: 128Mi
 
 autoscaling:
@@ -111,11 +111,11 @@ postgres:
   storageSize: 5Gi
   resources:
     requests:
-      cpu: 50m
-      memory: 256Mi
+      cpu: 15m
+      memory: 128Mi
     limits:
-      cpu: 200m
-      memory: 512Mi
+      cpu: 100m
+      memory: 256Mi
 
 # DragonflyDB (Redis-compatible) — managed by the DragonflyDB operator
 dragonfly:
@@ -125,9 +125,9 @@ dragonfly:
   resources:
     requests:
       cpu: 100m
-      memory: 128Mi
+      memory: 72Mi
     limits:
-      cpu: 100m
+      cpu: 150m
       memory: 128Mi
 
 # Migration job (Helm pre-install/pre-upgrade hook)
diff --git a/web/deploy/helm/values.yaml b/web/deploy/helm/values.yaml
index cfdbe45..24a1d15 100644
--- a/web/deploy/helm/values.yaml
+++ b/web/deploy/helm/values.yaml
@@ -26,10 +26,10 @@ httpRoute:
 
 resources:
   requests:
-    cpu: 100m
-    memory: 128Mi
+    cpu: 50m
+    memory: 96Mi
   limits:
-    cpu: 100m
+    cpu: 200m
     memory: 128Mi
 
 autoscaling: