diff --git a/.github/workflows/ci-cd.yml b/.github/workflows/ci-cd.yml
index 95ea74d..bb16b6c 100644
--- a/.github/workflows/ci-cd.yml
+++ b/.github/workflows/ci-cd.yml
@@ -1,4 +1,5 @@
 name: CI/CD Pipeline
+# Updated: Removed systemd, using SSH-based testing for better stability
 
 on:
   push: