diff --git a/.github/workflows/coverage.yml b/.github/workflows/coverage.yml
index a2e79b9..83eac61 100644
--- a/.github/workflows/coverage.yml
+++ b/.github/workflows/coverage.yml
@@ -11,7 +11,7 @@ jobs:
     steps:
       - uses: actions/checkout@v5
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install dependencies
diff --git a/.github/workflows/formatting.yml b/.github/workflows/formatting.yml
index 69b8e88..aad13d3 100644
--- a/.github/workflows/formatting.yml
+++ b/.github/workflows/formatting.yml
@@ -12,7 +12,7 @@ jobs:
     steps:
       - uses: actions/checkout@v5
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install dependencies
diff --git a/.github/workflows/integrationtests.yml b/.github/workflows/integrationtests.yml
index 01f4dd0..f2fbb21 100644
--- a/.github/workflows/integrationtests.yml
+++ b/.github/workflows/integrationtests.yml
@@ -11,7 +11,7 @@ jobs:
     steps:
       - uses: actions/checkout@v5
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install Dependencies
diff --git a/.github/workflows/packaging_test.yml b/.github/workflows/packaging_test.yml
index 6574596..01a9244 100644
--- a/.github/workflows/packaging_test.yml
+++ b/.github/workflows/packaging_test.yml
@@ -11,7 +11,7 @@ jobs:
     steps:
       - uses: actions/checkout@v5
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install dependencies
diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml
index 72a8cb7..3b5bc17 100644
--- a/.github/workflows/python-publish.yml
+++ b/.github/workflows/python-publish.yml
@@ -21,7 +21,7 @@
      steps:
        - uses: actions/checkout@v5
        - name: Set up Python ${{ matrix.python-version }}
-         uses: actions/setup-python@v5
+         uses: actions/setup-python@v6
          with:
            python-version: ${{ matrix.python-version }}
        - name: Install tox
@@ -39,7 +39,7 @@
 #     steps:
 #       - uses: actions/checkout@v2
 #       - name: Set up Python
-#         uses: actions/setup-python@v5
+#         uses: actions/setup-python@v6
 #         with:
 #           python-version: ${{ matrix.python-version }}
 #       - name: Install dependencies
diff --git a/.github/workflows/pythonlint.yml b/.github/workflows/pythonlint.yml
index 35952a3..bb06068 100644
--- a/.github/workflows/pythonlint.yml
+++ b/.github/workflows/pythonlint.yml
@@ -13,7 +13,7 @@ jobs:
     steps:
       - uses: actions/checkout@v5
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install Dependencies
diff --git a/.github/workflows/unittests.yml b/.github/workflows/unittests.yml
index 5ac03b9..a270536 100644
--- a/.github/workflows/unittests.yml
+++ b/.github/workflows/unittests.yml
@@ -11,7 +11,7 @@ jobs:
     steps:
       - uses: actions/checkout@v5
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install Dependencies