diff --git a/justfile b/justfile
index ff23a0c..8559b4f 100644
--- a/justfile
+++ b/justfile
@@ -102,21 +102,17 @@ demo site="":
         just dev
     elif [ "{{site}}" = "dan-eden" ]; then
         if [ ! -d "./test-sites/simple/dan-eden-portfolio-demo" ]; then
-            echo "🔧 Dan Eden demo not ready - auto-enhancing now..."
+            echo "🔧 Dan Eden demo not ready - enhancing now..."
             just build
-            ./insertr auto-enhance test-sites/simple/dan-eden-portfolio --output test-sites/simple/dan-eden-portfolio-temp --config test-sites/simple/dan-eden-portfolio/insertr.yaml
-            ./insertr enhance test-sites/simple/dan-eden-portfolio-temp --output test-sites/simple/dan-eden-portfolio-demo --config test-sites/simple/dan-eden-portfolio/insertr.yaml
-            rm -rf test-sites/simple/dan-eden-portfolio-temp
+            ./insertr enhance test-sites/simple/dan-eden-portfolio --output test-sites/simple/dan-eden-portfolio-demo --config test-sites/simple/dan-eden-portfolio/insertr.yaml
         fi
         echo "🚀 Starting Dan Eden portfolio demo..."
         just demo-site "dan-eden" "./test-sites/simple/dan-eden-portfolio-demo" "3000"
     elif [ "{{site}}" = "simple" ]; then
         if [ ! -d "./test-sites/simple/test-simple-demo" ]; then
-            echo "🔧 Simple demo not ready - auto-enhancing now..."
+            echo "🔧 Simple demo not ready - enhancing now..."
             just build
-            ./insertr auto-enhance test-sites/simple/test-simple --output test-sites/simple/test-simple-temp --config test-sites/simple/test-simple/insertr.yaml
-            ./insertr enhance test-sites/simple/test-simple-temp --output test-sites/simple/test-simple-demo --config test-sites/simple/test-simple/insertr.yaml
-            rm -rf test-sites/simple/test-simple-temp
+            ./insertr enhance test-sites/simple/test-simple --output test-sites/simple/test-simple-demo --config test-sites/simple/test-simple/insertr.yaml
         fi
         echo "🚀 Starting simple test site demo..."
         just demo-site "simple" "./test-sites/simple/test-simple-demo" "3000"