diff --git a/.github/workflows/ci-nightly.yml b/.github/workflows/ci-nightly.yml
index d8fe95c..1aecd5f 100644
--- a/.github/workflows/ci-nightly.yml
+++ b/.github/workflows/ci-nightly.yml
@@ -48,7 +48,7 @@ jobs:
           fetch-depth: 0
 
       - name: Set up Python
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c
         # v5.6.0
         with:
           python-version: ${{ matrix.python-version }}
@@ -106,7 +106,7 @@ jobs:
         uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v5.0.0
 
       - name: Set up Python
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c
         # v5.6.0
         with:
           python-version: "3.12"
@@ -157,7 +157,7 @@ jobs:
         uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v5.0.0
 
       - name: Set up Python
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c
         # v5.6.0
         with:
           python-version: "3.12"
diff --git a/.github/workflows/ci-pr.yml b/.github/workflows/ci-pr.yml
index 7c4c94d..7e3e08e 100644
--- a/.github/workflows/ci-pr.yml
+++ b/.github/workflows/ci-pr.yml
@@ -162,7 +162,7 @@ jobs:
         uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v5.0.0
 
       - name: Set up Python
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.6.0
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v5.6.0
         with:
           python-version: "3.12"
           cache: 'pip'
@@ -256,7 +256,7 @@ jobs:
         uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v5.0.0
 
       - name: Set up Python
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.6.0
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v5.6.0
         with:
           python-version: "3.12"
           cache: 'pip'
diff --git a/.github/workflows/config-validation.yml b/.github/workflows/config-validation.yml
index 8a5c284..4f03598 100644
--- a/.github/workflows/config-validation.yml
+++ b/.github/workflows/config-validation.yml
@@ -46,7 +46,7 @@ jobs:
         fetch-depth: 2  # Need previous commit for comparison
 
     - name: Set up Python
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: '3.12'
 
@@ -313,7 +313,7 @@ jobs:
       uses: actions/checkout@v4
 
     - name: Set up Python
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@v6
       with:
         python-version: '3.12'
 
diff --git a/.github/workflows/full-ci.yml b/.github/workflows/full-ci.yml
index cd206f7..adf51c5 100644
--- a/.github/workflows/full-ci.yml
+++ b/.github/workflows/full-ci.yml
@@ -61,7 +61,7 @@ jobs:
           fetch-depth: 0
 
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.6.0
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v5.6.0
         with:
           python-version: ${{ matrix.python-version }}
           cache: 'pip'
@@ -124,7 +124,7 @@ jobs:
         uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v5.0.0
 
       - name: Set up Python
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.6.0
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v5.6.0
         with:
           python-version: '3.11'
           cache: 'pip'
@@ -186,7 +186,7 @@ jobs:
         uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v5.0.0
 
       - name: Set up Python
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.6.0
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v5.6.0
         with:
           python-version: '3.11'
           cache: 'pip'
@@ -290,7 +290,7 @@ jobs:
         uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v5.0.0
 
       - name: Set up Python
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.6.0
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v5.6.0
         with:
           python-version: '3.11'
           cache: 'pip'
@@ -360,7 +360,7 @@ jobs:
         uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v5.0.0
 
       - name: Set up Python
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.6.0
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v5.6.0
         with:
           python-version: '3.11'
           cache: 'pip'
diff --git a/.github/workflows/pr-validation.yml b/.github/workflows/pr-validation.yml
index edbfbe7..c101d53 100644
--- a/.github/workflows/pr-validation.yml
+++ b/.github/workflows/pr-validation.yml
@@ -45,7 +45,7 @@ jobs:
           fetch-depth: 0  # Full history for better analysis
 
       - name: Set up Python
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.6.0
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v5.6.0
         with:
           python-version: '3.11'
           cache: 'pip'
@@ -131,7 +131,7 @@ jobs:
         uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v5.0.0
 
       - name: Set up Python
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.6.0
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v5.6.0
         with:
           python-version: '3.11'
           cache: 'pip'
@@ -566,7 +566,7 @@ jobs:
         uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v5.0.0
 
       - name: Set up Python
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.6.0
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v5.6.0
         with:
           python-version: '3.11'
           cache: 'pip'
diff --git a/.github/workflows/quick-checks.yml b/.github/workflows/quick-checks.yml
index 3f45ed9..2863900 100644
--- a/.github/workflows/quick-checks.yml
+++ b/.github/workflows/quick-checks.yml
@@ -30,7 +30,7 @@ jobs:
         uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v5.0.0
 
       - name: Set up Python
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.6.0
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v5.6.0
         with:
           python-version: ${{ env.PYTHON_VERSION }}
           cache: 'pip'
@@ -86,7 +86,7 @@ jobs:
         uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v5.0.0
 
       - name: Set up Python
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.6.0
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v5.6.0
         with:
           python-version: ${{ env.PYTHON_VERSION }}
           cache: 'pip'
diff --git a/.github/workflows/weekly.yml b/.github/workflows/weekly.yml
index 73b0a1b..8fae709 100644
--- a/.github/workflows/weekly.yml
+++ b/.github/workflows/weekly.yml
@@ -36,7 +36,7 @@ jobs:
           fetch-depth: 0  # Full history for analysis
 
       - name: Set up Python
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.6.0
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v5.6.0
         with:
           python-version: '3.11'
 
@@ -129,7 +129,7 @@ jobs:
         uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v5.0.0
 
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.6.0
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v5.6.0
         with:
           python-version: ${{ matrix.python-version }}
           cache: 'pip'
@@ -191,7 +191,7 @@ jobs:
         uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v5.0.0
 
       - name: Set up Python
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.6.0
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v5.6.0
         with:
           python-version: '3.11'
 
@@ -305,7 +305,7 @@ jobs:
         uses: actions/checkout@eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871 # v5.0.0
 
       - name: Set up Python
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.6.0
+        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v5.6.0
         with:
           python-version: '3.11'