diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 68ac9b6..d510448 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -11,7 +11,9 @@ jobs:
   dist:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/setup-python@v3
+      - uses: actions/setup-python@v4
+        with:
+          python-version: "3.10"
       - uses: actions/checkout@v3
       - run: python -m pip install --upgrade pip build wheel twine
       - run: python -m build --sdist --wheel
@@ -46,14 +48,12 @@ jobs:
           - isort --check-only --diff .
           - pydocstyle .
     steps:
-      - uses: actions/setup-python@v3
       - uses: actions/checkout@v3
-      - uses: actions/cache@v3
+      - uses: actions/setup-python@v4
         with:
-          path: ~/.cache/pip
-          key: ${{ runner.os }}-pip-${{ hashFiles('linter-requirements.txt') }}
-          restore-keys: |
-            ${{ runner.os }}-pip-
+          python-version: "3.10"
+          cache: 'pip'
+          cache-dependency-path: 'linter-requirements.txt'
       - run: python -m pip install -r linter-requirements.txt
       - run: ${{ matrix.lint-command }}
 
@@ -75,7 +75,7 @@ jobs:
     steps:
     - uses: actions/checkout@v3
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v3
+      uses: actions/setup-python@v4
       with:
         python-version: ${{ matrix.python-version }}
 
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 9a969f0..c43eb28 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -10,7 +10,9 @@ jobs:
     runs-on: ubuntu-latest
     steps:
     - uses: actions/checkout@v3
-    - uses: actions/setup-python@v3
+    - uses: actions/setup-python@v4
+      with:
+        python-version: "3.10"
     - run: python -m pip install --upgrade pip build wheel twine
     - uses: actions/setup-node@v3
     - name: Install Node dependencies