diff --git a/setup-ai-stack.sh b/setup-ai-stack.sh
index 6c4cd2d..10572ce 100644
--- a/setup-ai-stack.sh
+++ b/setup-ai-stack.sh
@@ -238,6 +238,7 @@ if [[ "$1" != "--update" ]]; then
 fi
 
 
+# whisper-cpp-gpu custom INSTALL
 if [[ "$1" != "--update" ]]; then
   if check_container_running "whispercpp-gpu"; then
     echo "✅ Skipping Whisper.cpp install (already running)."
@@ -488,7 +489,7 @@ if [[ "$1" != "--update" ]]; then
     if [[ "$pipelines_prompt" =~ ^[Yy]$ ]]; then
       docker run -d \
         --name pipelines \
-        --network ai-stack-net \          # <-- key bit
+        --network ai-stack-net \
         -p 9099:9099 \
         -v ~/ai-stack/pipelines:/app/pipelines \
         --restart unless-stopped \