diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 000000000..bdb086412
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,28 @@
+repos:
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v2.3.0
+    hooks:
+      - id: check-yaml
+      - id: end-of-file-fixer
+      - id: trailing-whitespace
+      - id: mixed-line-ending
+        args: [ --fix=lf ]
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.1.6
+    hooks:
+      - id: ruff
+        args: [ ./machine-learning, --fix ]
+      - id: ruff-format
+        args: [ ./machine-learning ]
+  - repo: https://github.com/pre-commit/mirrors-prettier
+    rev: v3.1.0
+    hooks:
+      - id: prettier
+        args: [ ./server, --write ]
+      - id: prettier
+        args: [ ./web, --write ]
+  - repo: https://github.com/python-poetry/poetry
+    rev: "1.7.1"
+    hooks:
+      - id: poetry-lock
+        args: [ -C, ./machine-learning ]
diff --git a/renovate.json b/renovate.json
index 7420b7e69..496b980a6 100644
--- a/renovate.json
+++ b/renovate.json
@@ -38,5 +38,8 @@
     "vector_map_tiles",
     "flutter_map",
     "flutter_map_heatmap"
-  ]
+  ],
+  "pre-commit": {
+    "enabled": true
+  }
 }