diff --git a/.github/workflows/pre-commit-autoupdate.yml b/.github/workflows/pre-commit-autoupdate.yml
index 30fcf2b1..7760d054 100644
--- a/.github/workflows/pre-commit-autoupdate.yml
+++ b/.github/workflows/pre-commit-autoupdate.yml
@@ -12,12 +12,32 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v2
-      - uses: actions/setup-python@v2
-      - uses: browniebroke/pre-commit-autoupdate-action@main
-      - uses: peter-evans/create-pull-request@v3
+
+      - name: Configure Python 3.10
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.10'
+
+      - name: Use Pip cache if available
+        uses: actions/cache@v3
+        with:
+          path: ~/.cache/pip
+          key: ${{ runner.os }}-pip3-${{ hashFiles('*requirements.txt') }}
+      - name: Install wheel package
+        run: pip install wheel
+
+      - name: Install dependencies (including pytype)
+        # needed to install pytype
+        run: pip install -e .[dev]
+
+      - name: Update and validate pre-commit updates
+        uses: browniebroke/pre-commit-autoupdate-action@main
+
+      - name: Create Pull request with pre-commit updates
+        uses: peter-evans/create-pull-request@v3
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
           branch: update/pre-commit-hooks
           title: Update pre-commit hooks
-          commit-message: "chore: update pre-commit hooks"
+          commit-message: "CI: update pre-commit hooks"
           body: Update versions of pre-commit hooks to latest version.