diff --git a/.github/workflows/bandit.yaml b/.github/workflows/bandit.yaml
index 5822c73..d3be5ba 100644
--- a/.github/workflows/bandit.yaml
+++ b/.github/workflows/bandit.yaml
@@ -20,6 +20,11 @@ jobs:
       - name: Checkout repository
         uses: actions/checkout@v4
 
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+
       - name: Run Bandit Scan
         uses: lukehinds/bandit-action@new-action
         env:
diff --git a/.github/workflows/build-distribution.yaml b/.github/workflows/build-distribution.yaml
index adeaa04..c3dae5a 100644
--- a/.github/workflows/build-distribution.yaml
+++ b/.github/workflows/build-distribution.yaml
@@ -9,13 +9,19 @@ jobs:
   build-distribution:
     name: Build distribution
     runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ["3.12"]
 
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
 
-      - name: Set up Python
+      - name: Set up Python ${{ matrix.python-version }}
         uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
 
       - name: Install pypa/build
         run: |
diff --git a/.github/workflows/check-development-dependencies.yaml b/.github/workflows/check-development-dependencies.yaml
index 1690627..016e45b 100644
--- a/.github/workflows/check-development-dependencies.yaml
+++ b/.github/workflows/check-development-dependencies.yaml
@@ -9,13 +9,19 @@ jobs:
   check-development-dependencies:
     name: Check development dependencies
     runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ["3.12"]
 
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
 
-      - name: Set up Python
+      - name: Set up Python ${{ matrix.python-version }}
         uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
 
       - name: Install dependencies
         run: |
diff --git a/.github/workflows/create-sphinx-documentation.yaml b/.github/workflows/create-sphinx-documentation.yaml
index 0c89896..70e82ea 100644
--- a/.github/workflows/create-sphinx-documentation.yaml
+++ b/.github/workflows/create-sphinx-documentation.yaml
@@ -12,13 +12,19 @@ permissions:
 jobs:
   docs:
     runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ["3.12"]
 
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
 
-      - name: Set up Python
+      - name: Set up Python ${{ matrix.python-version }}
         uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
 
       - name: Install dependencies
         run: |
diff --git a/.github/workflows/dependency-scan.yaml b/.github/workflows/dependency-scan.yaml
index 2bd57ca..3b57099 100644
--- a/.github/workflows/dependency-scan.yaml
+++ b/.github/workflows/dependency-scan.yaml
@@ -45,7 +45,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.11"]
+        python-version: ["3.12"]
 
     steps:
       - name: Checkout repository
diff --git a/.github/workflows/isort.yaml b/.github/workflows/isort.yaml
index 30b060c..3052672 100644
--- a/.github/workflows/isort.yaml
+++ b/.github/workflows/isort.yaml
@@ -8,11 +8,20 @@ permissions:
 jobs:
   isort:
     runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ["3.12"]
 
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
 
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+
       - name: Install dependencies
         run: |
           python -m venv ./venv
diff --git a/.github/workflows/publish-to-pypi.yaml b/.github/workflows/publish-to-pypi.yaml
index 11a82e6..17b9ad6 100644
--- a/.github/workflows/publish-to-pypi.yaml
+++ b/.github/workflows/publish-to-pypi.yaml
@@ -12,13 +12,19 @@ jobs:
   build-distribution:
     name: Build distribution
     runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ["3.12"]
 
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
 
-      - name: Set up Python
+      - name: Set up Python ${{ matrix.python-version }}
         uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
 
       - name: Install pypa/build
         run: |