diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 91814baa..6cbbe7a5 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -77,9 +77,9 @@ nox -R            # Run all available sessions, while reusing virtualenvs (i.e.
 nox -s tests      # Run unit tests on supported Python versions (that are available)
 nox -s tests-3.7  # Run unit tests on Python v3.7 (assuming it is available locally)
 nox -s integration_tests-3.11  # Run integration tests on Python 3.11
-nox -s lint       # Run linters (mypy + ruff) on all supported Python versions
-nox -s format     # Check formatting (isort + black)
-nox -s reformat   # Fix formatting (isort + black)
+nox -s lint       # Run linters (mypy + ruff check) on all supported Python versions
+nox -s format     # Check formatting (ruff format)
+nox -s reformat   # Fix formatting (ruff format)
 ```
 
 If you want to run a command individually, the corresponding session is defined inside
@@ -90,9 +90,8 @@ commands will work:
 pytest                   # Run unit tests
 pytest -m integration    # Run integration tests
 mypy                     # Run static type checking
-ruff check .             # Run ruff
-isort fawltydeps tests   # Fix sorting of import statements
-black .                  # Fix code formatting
+ruff check .             # Run ruff linter
+ruff format .            # Run ruff formatter
 ```
 
 #### Shortcut: Nix
diff --git a/docs/CodeDesign.md b/docs/CodeDesign.md
index 8f83b511..1d9cb2b1 100644
--- a/docs/CodeDesign.md
+++ b/docs/CodeDesign.md
@@ -20,8 +20,8 @@ We value composability and functional style.
 
 We want the code to be readable, testable and maintainable. That is why we use:
 
-- code formatter `black` to unify the code style,
-- `ruff` and `isort` for linting
+- code formatter `ruff format` to unify the code style,
+- `ruff check` for linting
 - `mypy` for typecheck
 - `pytest` for testing
   to ensure this quality.