diff --git a/.gitignore b/.gitignore
index db6e11f..559475b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -282,3 +282,4 @@ $RECYCLE.BIN/
 
 # Custom rules (everything added below won't be overriden by 'Generate .gitignore File' if you use 'Update' option)
 
+.vscode/settings.json
diff --git a/Makefile b/Makefile
index b5478bf..a894f70 100644
--- a/Makefile
+++ b/Makefile
@@ -4,13 +4,11 @@ init:
 
 .PHONY: formatting
 formatting:
-	poetry run isort --settings-path pyproject.toml ./
-	poetry run black --config pyproject.toml ./
+	poetry run ruff format .
 
 .PHONY: check-formatting
 check-formatting:
-	poetry run isort --settings-path pyproject.toml --check-only ./
-	poetry run black --config pyproject.toml --check ./
+	poetry run ruff check .
 
 .PHONY: tests
 tests:
diff --git a/pyproject.toml b/pyproject.toml
index 8c2c314..1e2b7c9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,12 +16,11 @@ numpy = "^1.19.5"
 pydantic = "2.4.2"
 networkx = "^2.6.3"
 pandera = "^0.17.2"
+ruff = "^0.1.2"
 
 [tool.poetry.dev-dependencies]
 pytest = "*"
 pytest-cov = "*"
-black = "^22.6.0"
-isort = {extras = ["colors"], version = "*"}
 pytest-mock = "*"
 
 [tool.black]
diff --git a/tests/test_nodes/test_contains.py b/tests/test_nodes/test_contains.py
index 69f85bf..0d70d56 100644
--- a/tests/test_nodes/test_contains.py
+++ b/tests/test_nodes/test_contains.py
@@ -28,7 +28,6 @@ def test_Contains_node():
 
 
 def test_Contains_node_run():
-
     Contains_node = Contains(**input_data)
 
     output = Contains_node.run(pd.Series(["1", "2"]), pd.Series(["2"]))
diff --git a/tests/test_nodes/test_endswith.py b/tests/test_nodes/test_endswith.py
index ea4582f..29ff285 100644
--- a/tests/test_nodes/test_endswith.py
+++ b/tests/test_nodes/test_endswith.py
@@ -31,7 +31,6 @@ def test_EndsWith_node():
 
 
 def test_EndsWith_node_run():
-
     EndsWith_node = EndsWith(**input_data)
 
     output = EndsWith_node.run(pd.Series(["100"]), pd.Series(["2"]))
diff --git a/tests/test_nodes/test_endswithany.py b/tests/test_nodes/test_endswithany.py
index 28bf6a0..0de017b 100644
--- a/tests/test_nodes/test_endswithany.py
+++ b/tests/test_nodes/test_endswithany.py
@@ -28,7 +28,6 @@ def test_EndsWithAny_node():
 
 
 def test_EndsWithAny_node_run():
-
     EndsWithAny_node = EndsWithAny(**input_data)
 
     output = EndsWithAny_node.run(pd.Series(["100"]), pd.Series(["2", "1"]))