diff --git a/pyproject.toml b/pyproject.toml
index 9f840f51..cdd628e8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -45,18 +45,57 @@ dev_template = "{tag}.dev{timestamp:%Y%m%d}+git.{sha}"
 dirty_template = "{tag}.dev{timestamp:%Y%m%d}+git.{sha}.dirty"
 tag_filter = "v.*"
 
-[tool.black]
+[tool.ruff]
 line-length = 88
-required-version = "23.12.1"
-preview = true  # FIXME: This behavior is only in 24.* release: https://github.com/psf/black/pull/3992
-extend-exclude = "third_party/"
+preview = true  # for certain rules and black preview behavior
+select = [
+  "F",  # Flake8
+  "E", "W",  # pycodestyle
+  "I",  # isort
+  "UP",  # pyupgrade
+  "B",  # flake8-bugbear
+  "C4",  # flake8-comprehensions
+  "EXE",  # flake8-executable
+  "G",  # flake8-logging-format
+  "SIM",  # flake8-simplify
+  "NPY",  # NumPy
+  "PERF",  # Perflint
+  "PGH004",  # no bare noqa
+  "PIE794",
+  "PIE800",
+  "PIE804",
+  "PIE807",
+  "PIE810",
+  "PLC0131",  # type bivariance
+  "PLC0132",  # type param mismatch
+  "PLC0205",  # string as __slots__
+  "PLE",
+  "PLR0133",  # constant comparison
+  "PLR0206",  # property with params
+  "PLR1722",  # use sys exit
+  "PLW0129",  # assert on string literal
+  "PLW0406",  # import self
+  "PLW0711",  # binary op exception
+  "PLW1509",  # preexec_fn not safe with threads
+  "PLW3301",  # nested min max
+  "PT006",  # flake8-pytest-style
+  "PT022",
+  "PT023",
+  "PT024",
+  "PT025",
+  "PT026",
+  "PYI",  # flake8-pyi
+  "TRY200",
+  "TRY302",
+  "RUF008",  # mutable dataclass default
+  "RUF015",  # access first ele in constant time
+  "RUF016",  # type error non-integer index
+  "RUF017",  # avoid quadratic list summation
+]
+exclude = ["third_party"]
 
-[tool.isort]
-profile = "black"
-line_length = 88
-atomic = true
-skip_gitignore = true
-skip = ["third_party/"]
+[tool.ruff.format]
+docstring-code-format = true
 
 [tool.cibuildwheel]
 skip = ["*-musllinux_*", "pp*"]