diff --git a/.darglint b/.darglint
new file mode 100644
index 00000000..ab115f72
--- /dev/null
+++ b/.darglint
@@ -0,0 +1,4 @@
+[darglint]
+# Allow one line docstrings without arg spec
+strictness = short
+docstring_style = google
diff --git a/.flake8 b/.flake8
deleted file mode 100644
index 32866800..00000000
--- a/.flake8
+++ /dev/null
@@ -1,11 +0,0 @@
-[flake8]
-max-line-length = 88
-max-complexity = 10
-ignore =
-    E203, # See https://github.com/PyCQA/pycodestyle/issues/373
-    W503
-
-# darglint
-# Allow one line docstrings without arg spec
-strictness=short
-docstring_style=google
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 7c14f8ab..ef25daab 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -38,15 +38,20 @@ repos:
           - motor~=3.0.0
           - types-pytz~=2022.1.1
         args: [--no-pretty, --show-error-codes]
-  - repo: https://gitlab.com/pycqa/flake8.git
-    rev: "3.8.3"
+  - repo: https://github.com/charliermarsh/ruff-pre-commit
+    rev: v0.0.137
     hooks:
-      - id: flake8
+      - id: ruff
         exclude: "^docs/.*|.github/release.py"
-        additional_dependencies:
-          - darglint~=1.8.1
+
   - repo: https://github.com/pycqa/pydocstyle
-    rev: 5.1.1 # pick a git hash / tag to point to
+    rev: 6.1.1 # pick a git hash / tag to point to
     hooks:
       - id: pydocstyle
         files: "^odmantic/"
+        additional_dependencies:
+          - toml
+  - repo: https://github.com/terrencepreilly/darglint
+    rev: v1.8.1
+    hooks:
+      - id: darglint
diff --git a/.pydocstyle b/.pydocstyle
deleted file mode 100644
index c1cae87a..00000000
--- a/.pydocstyle
+++ /dev/null
@@ -1,4 +0,0 @@
-[pydocstyle]
-convention=google
-match_dir=odmantic
-add_ignore=D1,D415,D205
diff --git a/odmantic/config.py b/odmantic/config.py
index ba5bddb4..7cf56574 100644
--- a/odmantic/config.py
+++ b/odmantic/config.py
@@ -20,7 +20,7 @@
     # pydantic<1.9.0
     # Cannot use type: ignore for all versions
     # -> https://github.com/python/mypy/issues/8823
-    from pydantic.main import SchemaExtraCallable  # type: ignore
+    from pydantic.main import SchemaExtraCallable  # type: ignore # noqa: F401
 
 
 class BaseODMConfig:
diff --git a/pyproject.toml b/pyproject.toml
index 424b3a3e..ded92e24 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,7 +46,7 @@ fastapi = ["fastapi >=0.61.1"]
 test = [
     "black ~= 22.3.0",
     "isort ~=5.8.0",
-    "flake8 ~= 4.0.1",
+    "ruff ~= 0.0.137",
     "mypy ~= 0.961",
     "pytest ~= 7.0",
     "pytest-xdist ~= 2.1.0",
@@ -66,7 +66,7 @@ test = [
     "types-pytz ~= 2022.1.1",
 ]
 doc = [
-    "pydocstyle ~= 6.0.0",
+    "pydocstyle[toml] ~= 6.1.1",
     "mkdocs-material ~= 8.4.0",
     "mkdocstrings[python] ~= 0.19.0",
     "mkdocs-macros-plugin ~= 0.5.0",
@@ -81,6 +81,41 @@ Source = "https://github.com/art049/odmantic"
 requires = ["flit_core >=3.2,<4"]
 build-backend = "flit_core.buildapi"
 
+[tool.ruff]
+per-file-ignores = { "tests/*" = ["C", "I"], "odmantic/typing.py" = ["I001"] }
+line-length = 88
+select = ["E", "F", "I", "C"]
+ignore = ["C405"]
+exclude = [
+    ".bzr",
+    ".direnv",
+    ".eggs",
+    ".git",
+    ".hg",
+    ".mypy_cache",
+    ".nox",
+    ".pants.d",
+    ".ruff_cache",
+    ".svn",
+    ".tox",
+    ".venv",
+    "__pypackages__",
+    "_build",
+    "buck-out",
+    "build",
+    "dist",
+    "node_modules",
+    "venv",
+]
+
+[tool.ruff.mccabe]
+max-complexity = 10
+
+[tool.pydocstyle]
+convention = "google"
+match_dir = "odmantic"
+add_ignore = ["D1", "D205", "D415"]
+
 [tool.isort]
 line_length = 88
 multi_line_output = 3