diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
index d3547bf..adfe92a 100644
--- a/.github/workflows/codeql.yml
+++ b/.github/workflows/codeql.yml
@@ -88,7 +88,7 @@ jobs:
 
       - name: Setup Python
         if: matrix.language == 'python'
-        uses: actions/setup-python@v6
+        uses: actions/setup-python@v7
         with:
           python-version: '3.x'  # ⚠️ MANUAL change if project pins version