diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index 1e4f5837..eb4caccc 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -1,14 +1,13 @@
 name: Build
+
 on:
-  push:
-    branches: [ main, dev ]
   pull_request:
-    branches: [ main, dev ]
+    branches: [main, dev]
   workflow_dispatch:
     inputs:
       debug_enabled:
         type: boolean
-        description: Run the build with tmate debugging
+        description: Debug with tmate
         required: false
         default: false
 
@@ -18,13 +17,13 @@ jobs:
 
     strategy:
       matrix:
-        python-version: [ "3.7", "3.8", "3.9", "3.10" ]
+        python-version: ["3.7", "3.8", "3.9", "3.10", "3.11.1"]
 
     steps:
       - name: Checkout repository
         uses: actions/checkout@v3
 
-      - name: Fetch complete history for all tags and branches
+      - name: Fetch all tags and branches
         run: git fetch --prune --unshallow
 
       - name: Create ArangoDB Docker container
@@ -41,19 +40,19 @@ jobs:
       - name: Start ArangoDB Docker container
         run: docker start arango
 
-      - name: Set up Python ${{ matrix.python-version }}
+      - name: Set up Python
         uses: actions/setup-python@v4
         with:
           python-version: ${{ matrix.python-version }}
 
-      - name: Start tmate session
+      - name: Debug with tmate
         uses: mxschmitt/action-tmate@v3
         if: ${{ github.event_name == 'workflow_dispatch' && inputs.debug_enabled }}
 
       - name: Run pre-commit checks
         uses: pre-commit/action@v3.0.0
 
-      - name: Install package
+      - name: Install dependencies
         run: pip install .[dev]
 
       - name: Run unit tests
@@ -67,7 +66,7 @@ jobs:
 
       - name: Upload coverage to Codecov
         uses: codecov/codecov-action@v3
-        if: matrix.python-version == '3.8'
+        if: matrix.python-version == '3.10'
         with:
           fail_ci_if_error: false
           token: ${{ secrets.CODECOV_TOKEN }}
diff --git a/.github/workflows/codeql.yaml b/.github/workflows/codeql.yaml
index bafb67f6..23450ff4 100644
--- a/.github/workflows/codeql.yaml
+++ b/.github/workflows/codeql.yaml
@@ -1,9 +1,8 @@
 name: CodeQL
+
 on:
-  push:
-    branches: [ main, dev ]
   pull_request:
-    branches: [ main, dev ]
+    branches: [main, dev]
   schedule:
     - cron: '21 2 * * 3'
 
@@ -11,12 +10,16 @@ jobs:
   analyze:
     name: Analyze
     runs-on: ubuntu-latest
+
+    permissions:
+      security-events: write
+
     steps:
-    - name: Checkout repository
-      uses: actions/checkout@v2
-    - name: Initialize CodeQL
-      uses: github/codeql-action/init@v1
-      with:
-        languages: 'python'
-    - name: Perform CodeQL Analysis
-      uses: github/codeql-action/analyze@v1
+      - name: Checkout repository
+        uses: actions/checkout@v3
+
+      - name: Initialize CodeQL
+        uses: github/codeql-action/init@v2
+
+      - name: Perform CodeQL Analysis
+        uses: github/codeql-action/analyze@v2
diff --git a/.github/workflows/pypi.yaml b/.github/workflows/pypi.yaml
index db0985cd..3aec5ff8 100644
--- a/.github/workflows/pypi.yaml
+++ b/.github/workflows/pypi.yaml
@@ -1,31 +1,52 @@
 name: Upload to PyPI
+
 on:
   release:
     types: [published]
+  workflow_dispatch:
+    inputs:
+      debug_enabled:
+        type: boolean
+        description: Debug with tmate
+        required: false
+        default: false
+
 jobs:
   upload:
     runs-on: ubuntu-latest
+
     steps:
-    - uses: actions/checkout@v2
-    - name: Fetch complete history for all tags and branches
-      run: git fetch --prune --unshallow
-    - name: Set up Python
-      uses: actions/setup-python@v2
-      with:
-        python-version: '3.x'
-    - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip
-        pip install setuptools wheel twine setuptools-scm[toml]
-    - name: Build distribution
-      run: python setup.py sdist bdist_wheel
-    - name: Publish to PyPI Test
-      env:
-        TWINE_USERNAME: __token__
-        TWINE_PASSWORD: ${{ secrets.PYPI_TEST_TOKEN }}
-      run: twine upload --repository testpypi dist/*
-    - name: Publish to PyPI
-      env:
-        TWINE_USERNAME: __token__
-        TWINE_PASSWORD: ${{ secrets.PYPI_TOKEN }}
-      run: twine upload --repository pypi dist/*
+      - name: Checkout repository
+        uses: actions/checkout@v3
+
+      - name: Fetch all tags and branches
+        run: git fetch --prune --unshallow
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: "3.10"
+
+      - name: Debug with tmate
+        uses: mxschmitt/action-tmate@v3
+        if: ${{ github.event_name == 'workflow_dispatch' && inputs.debug_enabled }}
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install setuptools wheel twine setuptools-scm[toml]
+
+      - name: Build distribution
+        run: python setup.py sdist bdist_wheel
+
+      - name: Publish to PyPI Test
+        env:
+          TWINE_USERNAME: __token__
+          TWINE_PASSWORD: ${{ secrets.PYPI_TEST_TOKEN }}
+        run: twine upload --repository testpypi dist/*
+
+      - name: Publish to PyPI
+        env:
+          TWINE_USERNAME: __token__
+          TWINE_PASSWORD: ${{ secrets.PYPI_TOKEN }}
+        run: twine upload --repository pypi dist/*