diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml
index 8f5347e4..d5f57463 100644
--- a/.github/workflows/python.yml
+++ b/.github/workflows/python.yml
@@ -36,7 +36,7 @@ jobs:
         uses: actions/checkout@v5
       - name: Setup Python Environment
         # see https://github.com/actions/setup-python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ env.PYTHON_VERSION_DEFAULT }}
           architecture: 'x64'
@@ -60,7 +60,7 @@ jobs:
         uses: actions/checkout@v5
       - name: Setup Python Environment
         # see https://github.com/actions/setup-python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ env.PYTHON_VERSION_DEFAULT }}
           architecture: 'x64'
@@ -84,7 +84,7 @@ jobs:
         uses: actions/checkout@v5
       - name: Setup Python Environment
         # see https://github.com/actions/setup-python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ env.PYTHON_VERSION_DEFAULT }}
           architecture: 'x64'
@@ -108,7 +108,7 @@ jobs:
         uses: actions/checkout@v5
       - name: Setup Python Environment
         # see https://github.com/actions/setup-python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ env.PYTHON_VERSION_DEFAULT }}
           architecture: 'x64'
@@ -144,7 +144,7 @@ jobs:
         uses: actions/checkout@v5
       - name: Setup Python Environment
         # see https://github.com/actions/setup-python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
           architecture: 'x64'
@@ -208,7 +208,7 @@ jobs:
         run: mkdir ${{ env.REPORTS_DIR }}
       - name: Setup Python Environment
         # see https://github.com/actions/setup-python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
           architecture: 'x64'
@@ -284,7 +284,7 @@ jobs:
         uses: actions/checkout@v5
       - name: Setup Python Environment
         # see https://github.com/actions/setup-python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: '>=3.9 <=3.13'  # supported version range
       - name: Validate Python Environment
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 7e10bf5d..81b306bf 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -51,7 +51,7 @@ jobs:
         uses: actions/checkout@v5
       - name: Setup Python Environment
         # see https://github.com/actions/setup-python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ env.PYTHON_VERSION_DEFAULT }}
           architecture: 'x64'
@@ -73,7 +73,7 @@ jobs:
         uses: actions/checkout@v5
       - name: Setup Python Environment
         # see https://github.com/actions/setup-python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ env.PYTHON_VERSION_DEFAULT }}
           architecture: 'x64'
@@ -111,7 +111,7 @@ jobs:
 
       - name: Setup python
         # see https://github.com/actions/setup-python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ env.PYTHON_VERSION_DEFAULT }}
           architecture: 'x64'