diff --git a/.github/workflows/dependabot-security.yml b/.github/workflows/dependabot-security.yml
index ccdb2dd..915cca8 100644
--- a/.github/workflows/dependabot-security.yml
+++ b/.github/workflows/dependabot-security.yml
@@ -23,7 +23,7 @@ jobs:
           ref: ${{ github.event.pull_request.head.sha }}
       
       - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: '3.12'
       
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index e9f9ddb..6e9206e 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -51,7 +51,7 @@ jobs:
           fetch-depth: 0  # Fetch full history for changelog generation
 
       - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: '3.12'
           architecture: ${{ matrix.cross_compile && 'x64' || matrix.arch }}
diff --git a/.github/workflows/test-build.yml b/.github/workflows/test-build.yml
index 494b20e..2b514ea 100644
--- a/.github/workflows/test-build.yml
+++ b/.github/workflows/test-build.yml
@@ -20,7 +20,7 @@ jobs:
         uses: actions/checkout@v4
 
       - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: '3.12'