diff --git a/.github/workflows/build_test.yml b/.github/workflows/build_test.yml
index eae3afe3..300384de 100644
--- a/.github/workflows/build_test.yml
+++ b/.github/workflows/build_test.yml
@@ -24,9 +24,9 @@ jobs:
     name: Check linting
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
       - name: Set up Python
-        uses: actions/setup-python@v2
+        uses: actions/setup-python@v5
         with:
           python-version: '3.8'
       - name: Display Python version
@@ -37,7 +37,7 @@ jobs:
         run: python -m pip install tox
       - name: Set PY
         run: echo "PY=$(python -VV | sha256sum | cut -d' ' -f1)" >> $GITHUB_ENV
-      - uses: actions/cache@v1
+      - uses: actions/cache@v4
         with:
           path: ~/.cache/pre-commit
           key: pre-commit|${{ env.PY }}|${{ hashFiles('.pre-commit-config.yaml') }}
@@ -61,9 +61,9 @@ jobs:
       python-version: ["3.8"]
       cloud-provider: [aws, azure, gcp]
    steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v4
     - name: Set up Python
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v5
       with:
         python-version: ${{ matrix.python-version }}
     - name: Display Python version
@@ -76,9 +76,11 @@ jobs:
         gpg --quiet --batch --yes --decrypt --passphrase="$PARAMETERS_SECRET" \
         .github/workflows/parameters/parameters_${{ matrix.cloud-provider }}.py.gpg > tests/parameters.py
     - name: Upgrade setuptools, pip and wheel
-      run: python -m pip install -U setuptools pip wheel
+      run: |
+        python -m pip install --upgrade pip
+        python -m pip install --upgrade setuptools wheel
     - name: Install tox
-      run: python -m pip install tox
+      run: python -m pip install tox tox-gh-actions
     - name: List installed packages
       run: python -m pip freeze
     - name: Run tests
@@ -86,11 +88,10 @@ jobs:
       env:
         PYTHON_VERSION: ${{ matrix.python-version }}
         PYTEST_ADDOPTS: -vvv --color=yes --tb=short
-        TOX_PARALLEL_NO_SPINNER: 1
     - name: Combine coverages
       run: python -m tox -e coverage --skip-missing-interpreters false
       shell: bash
-    - uses: actions/upload-artifact@v2
+    - uses: actions/upload-artifact@v4
       with:
         name: coverage_${{ matrix.os.download_name }}-${{ matrix.python-version }}-${{ matrix.cloud-provider }}
         path: |
@@ -103,12 +104,12 @@ jobs:
     needs: [test]
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
-      - uses: actions/download-artifact@v2
+      - uses: actions/checkout@v4
+      - uses: actions/download-artifact@v4
         with:
           path: artifacts
       - name: Set up Python
-        uses: actions/setup-python@v2
+        uses: actions/setup-python@v5
         with:
           python-version: '3.8'
       - name: Display Python version
@@ -132,15 +133,15 @@ jobs:
       - name: Combine coverages
         run: python -m tox -e coverage
       - name: Publish html coverage
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v4
         with:
           name: overall_cov_html
           path: .tox/htmlcov
       - name: Publish xml coverage
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v4
         with:
           name: overall_cov_xml
           path: .tox/coverage.xml
-      - uses: codecov/codecov-action@v1
+      - uses: codecov/codecov-action@v4
         with:
           file: .tox/coverage.xml
diff --git a/setup.cfg b/setup.cfg
index 04011f04..18963dcf 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -72,6 +72,7 @@ development =
     mock
     pytz
     numpy
+    pre-commit
 pandas =
     snowflake-connector-python[pandas]<4.0.0