diff --git a/package-structure-code/code-style-linting-format.md b/package-structure-code/code-style-linting-format.md
index 78a97a7c0..4f746ecf0 100644
--- a/package-structure-code/code-style-linting-format.md
+++ b/package-structure-code/code-style-linting-format.md
@@ -6,10 +6,11 @@
 
 * pyOpenSci requires authors to follow PEP 8 code format guidelines
 * Setting up a code formatters like Black and isort will help you enforce PEP 8 style guidelines and also consistent, readable code format
-* Some commonly used tools are: Black/Blue, Isort, flake8
+* Some commonly used tools are: Black, Isort, flake8, Ruff
 * You can also setup pre-commit hooks which will run code formatters locally
 each time you make a commit.
 * [precommit.ci](https://pre-commit.ci/) is a bot that you can add to your GitHub repository. It will automagically apply code format to every PR using the tools specified in your pre-commit-config.yaml file. It can save significant time and make contributions easier for new contributors.
+* Automation is good! By making code quality tools care of your code, you can focus on structural and high values tasks.
 ```
 
 Consistent code format and style is useful to both your package
@@ -50,6 +51,7 @@ Setting up a code format suite of tools will:
 - Ensure that format and style is consistent across your entire code-base.
 - Avoid lengthy discussions with contributors and other
   maintainers about personalized code format preferences during reviews.
+- Avoid pure visual edits in the code base so that code reviews focus on added value
 
 Many packages use a suite of tools to apply code format rules, taking
 the work out of manually implementing code format requirements.
@@ -82,27 +84,25 @@ You will learn more about Black below.
 
 ## Code format and style
 
-### Black and Blue
+### Black
 
-[Black](https://black.readthedocs.io/en/stable/) and [Blue](https://blue.readthedocs.io/en/latest/) (which wraps around Black) are code
-formatters. Both Black and Blue will automagically (and _unapologetically_)
+[Black](https://black.readthedocs.io/en/stable/) is a code
+formatter. Black will automagically (and _unapologetically_)
 fix spacing issues and ensure code format is consistent throughout your
-package. Black and Blue also generally adhere to PEP 8 style guidelines with
+package. Black also generally adhere to PEP 8 style guidelines with
 some exceptions. A few examples of those exceptions are below:
 
 - Black defaults to a line length of 88 (79 + 10%) rather than the 79 character `PEP 8` specification. However, line length is a setting can be manually overwritten in your Black configuration.
-- Black and Blue will not adjust line length in your comments or docstrings.
-- Neither tool will review and fix import order (you need _isort_ to do that - see below).
+- Black will not adjust line length in your comments or docstrings.
+- This tool will not review and fix import order (you need _isort_ or _Ruff_ to do that - see below).
 
-Blue addresses a few format decisions in Black that some maintainers do not like.
-[You can compare the differences here](https://blue.readthedocs.io/en/latest/#so-what-s-different) and decide which tool you prefer!
 
 ```{tip}
 If you are interested in seeing how Black will format your code, you can
 use the [Black playground](https://black.vercel.app/)
 ```
 
-Using a code formatter like Black or Blue will leave you more time to work on
+Using a code formatter like Black will leave you more time to work on
 code function rather than worry about format.
 
 ### flake8 for linting code in Python packages
@@ -163,7 +163,7 @@ order. It will then modify your code, automatically reordering
 all imports. This leaves you with one less thing to think about when cleaning
 up your code.
 
-### Example application of isort
+#### Example application of isort
 
 Code imports before `isort` is run:
 
@@ -197,6 +197,46 @@ from stravalib import exc
 from stravalib import unithelper as uh
 ```
 
+### Ruff
+
+[Ruff](https://beta.ruff.rs) is a new addition to the code quality ecosystem,
+gaining some traction since its release.
+`ruff` is a linter for Python, aiming to replace several tools behind a single interface.  
+As such, `ruff` can be used instead of `flake8` and `isort`.
+
+`ruff` has some interesting features that distinguish it from other linters:
+- Linter configuration in `pyproject.toml`
+- Several hundred rules included, many of which are automatically fixable
+- Rules explanation, see [F403](https://beta.ruff.rs/docs/rules/undefined-local-with-import-star/) for an example
+- Fast execution time, makes a quick feedback loop possible even on large projects.
+
+Here is a simple configuration to get started with `ruff`:
+
+```toml
+# pyproject.toml
+
+[tool.ruff]
+select = [
+    "E", # pycodestyle errors
+    "W", # pycodestyle warnings
+    "F", # pyflakes. "E" + "W" + "F" + "C90" (mccabe complexity) is equivalent to flake8
+    "I", # isort
+]
+ignore = [
+    "E501", # line >79, handled by black
+]
+```
+
+Depending on your project, you might want to add the following to sort imports correctly:
+
+```toml
+# pyproject.toml
+
+[tool.ruff.isort]
+known-first-party = ["<package_folder>"]
+```
+
+
 ## How to use code formatter in your local workflow
 
 ### Linters, code formatters and your favorite coding tools
@@ -369,7 +409,7 @@ pyOpenSci suggests setting up a linter and a code styler for
 your package, regardless of whether you use pre-commit hooks, CI
 or other infrastructure to manage code format. Setting up these
 tools will give you automatic feedback about your code's
-structure as you (or a contributor) write it. And using tools
-like black or blue that format code for you, reduce effort that
+structure as you (or a contributor) write it. And using a tool
+like black that format code for you, reduce effort that
 you need to make surrounding decisions around code format and
 style.