diff --git a/Makefile b/Makefile
index 691ba6fc..fc889d8b 100644
--- a/Makefile
+++ b/Makefile
@@ -57,27 +57,22 @@ envfile_testing:
 	@echo SECRET_KEY=\"${GET_SECRET_KEY}\" >> ${ENV_FILE}
 	@echo SCANCODEIO_DB_PORT=\"5433\" >> ${ENV_FILE}
 
-isort:
-	@echo "-> Apply isort changes to ensure proper imports ordering"
-	${VENV}/bin/isort .
-
-black:
-	@echo "-> Apply black code formatter"
-	${VENV}/bin/black .
-
 doc8:
 	@echo "-> Run doc8 validation"
 	@${ACTIVATE} doc8 --max-line-length 100 --ignore-path docs/_build/ --quiet docs/
 
-valid: isort black
+valid:
+	@echo "-> Run Ruff format"
+	@${ACTIVATE} ruff format
+	@echo "-> Run Ruff linter"
+	@${ACTIVATE} ruff check --fix
 
 check:
-	@echo "-> Run pycodestyle (PEP8) validation"
-	@${ACTIVATE} pycodestyle --max-line-length=100 --exclude=venv,lib,thirdparty,docs,migrations,settings.py .
-	@echo "-> Run isort imports ordering validation"
-	@${ACTIVATE} isort --check-only .
-	@echo "-> Run black validation"
-	@${ACTIVATE} black --check ${BLACK_ARGS}
+	@echo "-> Run Ruff linter validation (pycodestyle, bandit, isort, and more)"
+	@${ACTIVATE} ruff check
+	@echo "-> Run Ruff format validation"
+	@${ACTIVATE} ruff format --check
+	@$(MAKE) doc8
 
 clean:
 	@echo "-> Clean the Python env"
diff --git a/configure b/configure
index 906137be..2ca14c39 100755
--- a/configure
+++ b/configure
@@ -31,7 +31,7 @@ CUSTOM_PACKAGES=""
 
 # Requirement arguments passed to pip and used by default or with --dev.
 REQUIREMENTS="$CUSTOM_PACKAGES --editable purldb-toolkit/ --editable purl2vcs/ --editable . --constraint requirements.txt"
-DEV_REQUIREMENTS="$CUSTOM_PACKAGES --editable purldb-toolkit/[testing] --editable .[testing] --editable purl2vcs/[testing] --constraint requirements.txt --constraint requirements-dev.txt"
+DEV_REQUIREMENTS="$CUSTOM_PACKAGES --editable purldb-toolkit/[testing] --editable .[testing,docs] --editable purl2vcs/[testing] --constraint requirements.txt --constraint requirements-dev.txt"
 DOCS_REQUIREMENTS="$CUSTOM_PACKAGES --editable purldb-toolkit/ --editable .[docs] --constraint requirements.txt"
 
 # where we create a virtualenv
diff --git a/pyproject.toml b/pyproject.toml
index cde79074..b95b8061 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,3 +50,42 @@ addopts = [
     "--strict-markers",
     "--doctest-modules"
 ]
+
+[tool.ruff]
+line-length = 88
+extend-exclude = ["migrations", "var"]
+target-version = "py310"
+
+[tool.ruff.lint]
+# Rules: https://docs.astral.sh/ruff/rules/
+select = [
+    "E",  # pycodestyle
+    "W",  # pycodestyle warnings
+    "D",  # pydocstyle
+    "F",  # Pyflakes
+    "UP", # pyupgrade
+    "S",  # flake8-bandit
+    "I",  # isort
+    "C9", # McCabe complexity
+]
+ignore = ["D1", "D203", "D205", "D212", "D400", "D415"]
+
+[tool.ruff.lint.isort]
+force-single-line = true
+sections = { django = ["django"] }
+section-order = [
+    "future",
+    "standard-library",
+    "django",
+    "third-party",
+    "first-party",
+    "local-folder",
+]
+
+[tool.ruff.lint.mccabe]
+max-complexity = 10
+
+[tool.ruff.lint.per-file-ignores]
+# Allow the usage of assert in the test_spdx file.
+"**/test_spdx.py*" = ["S101"]
+"scanpipe/pipes/spdx.py" = ["UP006", "UP035"]
diff --git a/setup.cfg b/setup.cfg
index 1bfa9fa6..743c8393 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -80,6 +80,7 @@ testing =
     black
     mock
     flot
+    ruff
 
 docs =
     Sphinx>=5.0.2