diff --git a/.github/workflows/build_tests.yml b/.github/workflows/build_tests.yml
index 18dec8a..07a6111 100644
--- a/.github/workflows/build_tests.yml
+++ b/.github/workflows/build_tests.yml
@@ -18,7 +18,7 @@ jobs:
     steps:
       - uses: actions/checkout@v4
       - name: Setup Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install Build Tools
diff --git a/.github/workflows/license_tests.yml b/.github/workflows/license_tests.yml
index b71d484..2721196 100644
--- a/.github/workflows/license_tests.yml
+++ b/.github/workflows/license_tests.yml
@@ -14,7 +14,7 @@ jobs:
     steps:
       - uses: actions/checkout@v4
       - name: Setup Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: "3.14"
       - name: Install Build Tools
diff --git a/.github/workflows/publish_stable.yml b/.github/workflows/publish_stable.yml
index c95a5f3..a0e5c77 100644
--- a/.github/workflows/publish_stable.yml
+++ b/.github/workflows/publish_stable.yml
@@ -24,7 +24,7 @@ jobs:
           ref: master
           fetch-depth: 0 # otherwise, there would be errors pushing refs to the destination repository.
       - name: Setup Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: "3.14"
       - name: Install Build Tools
diff --git a/.github/workflows/release_workflow.yml b/.github/workflows/release_workflow.yml
index 94530f8..f9c874f 100644
--- a/.github/workflows/release_workflow.yml
+++ b/.github/workflows/release_workflow.yml
@@ -46,7 +46,7 @@ jobs:
           ref: dev
           fetch-depth: 0 # otherwise, there would be errors pushing refs to the destination repository.
       - name: Setup Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: "3.14"
       - name: Install Build Tools
@@ -74,7 +74,7 @@ jobs:
           ref: dev
 
       - name: Setup Python
-        uses: actions/setup-python@v2
+        uses: actions/setup-python@v6
         with:
           python-version: '3.14'
 
diff --git a/.github/workflows/unit_tests.yml b/.github/workflows/unit_tests.yml
index 3f3a51d..77132d9 100644
--- a/.github/workflows/unit_tests.yml
+++ b/.github/workflows/unit_tests.yml
@@ -40,7 +40,7 @@ jobs:
     steps:
       - uses: actions/checkout@v4
       - name: Set up python ${{ matrix.python-version }}
-        uses: actions/setup-python@v2
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install System Dependencies