diff --git a/.github/workflows/pre-commit.yaml b/.github/workflows/pre-commit.yaml
new file mode 100644
index 00000000..484d5f60
--- /dev/null
+++ b/.github/workflows/pre-commit.yaml
@@ -0,0 +1,14 @@
+name: Code quality checks using pre-commit
+
+on:
+  pull_request:
+  push:
+    branches: [main]
+
+jobs:
+  pre-commit:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v3
+    - uses: actions/setup-python@v3
+    - uses: pre-commit/action@v3.0.1
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index a8851816..a9ae48bb 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -2,7 +2,7 @@
 # See https://pre-commit.com/hooks.html for more hooks
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.6.0
+    rev: v5.0.0
     hooks:
       - id: trailing-whitespace
       - id: end-of-file-fixer
@@ -12,12 +12,15 @@ repos:
       - id: check-toml
       - id: pretty-format-json
         args: ["--autofix", "--no-sort-keys"]
+        exclude_types: ["jupyter"]
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.4.8
+    rev: v0.6.9
     hooks:
       - id: ruff
         args: [--fix]
+        exclude_types: ["jupyter"]
       - id: ruff-format
+        exclude_types: ["jupyter"]
   - repo: https://github.com/pycqa/isort
     rev: 5.13.2
     hooks:
diff --git a/openeo_udp_cost_profiling/utils.py b/openeo_udp_cost_profiling/utils.py
index 6cfa8d17..f77bb796 100644
--- a/openeo_udp_cost_profiling/utils.py
+++ b/openeo_udp_cost_profiling/utils.py
@@ -113,7 +113,7 @@ def get_job_cost_info(connection, job_id):
     try:
         job = connection.job(job_id).describe_job()
         return float(job["costs"])
-    except:
+    except Exception:
         return None
 
 
@@ -155,7 +155,7 @@ def plot_spatio_temporal_cost_profile(df):
 
     # Plotting the heatmap using seaborn
     plt.figure(figsize=(12, 8))
-    ax = sns.heatmap(
+    sns.heatmap(
         job_cost_grid,
         cmap=cmap,
         norm=norm,