diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index 914ad69d..ad5355d4 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -10,3 +10,13 @@ updates:
       actions-deps:
         patterns:
           - "*"
+  - package-ecosystem: pre-commit
+    directory: /
+    schedule:
+      interval: weekly
+    cooldown:
+      default-days: 7
+    groups:
+      pre-commit:
+        patterns:
+          - "*"
diff --git a/.github/workflows/autofix.yaml b/.github/workflows/autofix.yaml
new file mode 100644
index 00000000..4494aaa8
--- /dev/null
+++ b/.github/workflows/autofix.yaml
@@ -0,0 +1,31 @@
+# The workflow name is mandated by autofix.ci.
+# It needs to be a dedicated workflow, as autofix.ci times out on long runs.
+name: autofix.ci
+
+on:
+  pull_request:
+
+env:
+  FORCE_COLOR: "1"
+  UV_COMPILE_BYTECODE: "1"
+
+permissions:
+  contents: read
+
+jobs:
+  lint:
+    name: Pre-commit checks
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
+        with:
+          fetch-depth: 0
+          filter: blob:none
+          persist-credentials: false
+      - uses: astral-sh/setup-uv@68559e99cc807c1eb7e9238fd43a15bba460eec2 # v10.3.3
+        with:
+          enable-cache: true
+      - name: Run pre-commit hooks
+        run: uvx prek run --all-files --show-diff-on-failure --color=always
+      - uses: autofix-ci/action@c5b2d67aa2274e7b5a18224e8171550871fc7e4a # v1.3.4
+        if: ${{ !cancelled() }}
diff --git a/src/spatialdata_plot/pl/basic.py b/src/spatialdata_plot/pl/basic.py
index 8653a8a6..a4f542e9 100644
--- a/src/spatialdata_plot/pl/basic.py
+++ b/src/spatialdata_plot/pl/basic.py
@@ -57,10 +57,10 @@
     _split_colorbar_params,
 )
 from spatialdata_plot.pl.render_params import (
-    BBox,
     CBAR_DEFAULT_FRACTION,
     CBAR_DEFAULT_LOCATION,
     CBAR_DEFAULT_PAD,
+    BBox,
     ChannelLegendEntry,
     CmapParams,
     ColorbarSpec,
diff --git a/src/spatialdata_plot/pl/interactive/_session.py b/src/spatialdata_plot/pl/interactive/_session.py
index b6913044..cc7c17e9 100644
--- a/src/spatialdata_plot/pl/interactive/_session.py
+++ b/src/spatialdata_plot/pl/interactive/_session.py
@@ -2,7 +2,7 @@
 
 from __future__ import annotations
 
-from typing import Any, Literal
+from typing import Literal
 
 import geopandas as gpd
 import ipywidgets as W