diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index 7863596..b840d80 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -6,3 +6,18 @@ updates:
       interval: "weekly"
       day: "saturday"
     rebase-strategy: "disabled"
+    labels: ["autoupdate"]
+    groups:
+      github-actions:
+        patterns: ["*"]
+
+  - package-ecosystem: "pre-commit"
+    directory: "/"
+    schedule:
+      interval: "weekly"
+      day: "saturday"
+    rebase-strategy: "disabled"
+    labels: ["autoupdate"]
+    groups:
+      pre-commit:
+        patterns: ["*"]
diff --git a/.github/workflows/pre-commit-autoupdate.yml b/.github/workflows/pre-commit-autoupdate.yml
deleted file mode 100644
index 911090b..0000000
--- a/.github/workflows/pre-commit-autoupdate.yml
+++ /dev/null
@@ -1,49 +0,0 @@
-name: Autoupdate pre-commit
-
-on:
-  workflow_dispatch:
-  # To guarantee Maintained check is occasionally updated. See
-  # https://github.com/ossf/scorecard/blob/main/docs/checks.md#maintained
-  schedule:
-    - cron: '28 2 * * 6' # Saturday at 02:28 UTC
-
-permissions: read-all
-
-jobs:
-  autoupdate:
-    name: Autoupdate
-
-    runs-on: ubuntu-latest
-    timeout-minutes: 10
-
-    permissions:
-      # Needed to create a PR with autoupdate changes
-      contents: write
-      pull-requests: write
-
-    steps:
-      - name: Checkout mkl-service repo
-        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
-
-      - name: Set up python
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
-        with:
-          python-version: '3.14'
-
-      - name: Install pre-commit
-        run: pip install pre-commit
-
-      - name: Run pre-commit autoupdate
-        run: pre-commit autoupdate
-
-      - name: Create a PR with autoupdate changes
-        uses: peter-evans/create-pull-request@5f6978faf089d4d20b00c7766989d076bb2fc7f1 # v8.1.1
-        with:
-          commit-message: 'chore: update pre-commit hooks'
-          add-paths: .pre-commit-config.yaml
-          branch: 'bot/pre-commit-autoupdate'
-          delete-branch: true
-          title: Weekly pre-commit autoupdate
-          body: |
-            This PR updates the `.pre-commit-config.yaml` using `pre-commit autoupdate`.
-          labels: autoupdate