diff --git a/.gitignore b/.gitignore
index 73cf1f9..dccd03a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,4 +1,6 @@
 __pycache__
+.ipynb_checkpoints
+.DS_Store
 
 # Code coverage
 lcov.info
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f44157d..b967a38 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -9,7 +9,8 @@ repos:
         exclude: ^data/records\.parquet$
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.3.5
+  rev: v0.4.1
   hooks:
     - id: ruff
+      args: [ --fix ]
     - id: ruff-format
diff --git a/README.md b/README.md
index f3c953f..a7191f2 100644
--- a/README.md
+++ b/README.md
@@ -82,7 +82,7 @@ Replace placeholders with your server URL, server name, and API key. Verify the
 Developed with :heart: at [Appsilon](https://appsilon.com).
 Get in touch: <opensource@appsilon.com>.
 
-Interested in staying up to date with Tapyr and other packages? Subscribe to [Shiny Weekly](https://go.appsilon.com/shiny-weekly?utm_source=community&utm_medium=github&utm_content=tapyr) and join our [community](https://go.appsilon.com/shiny4allcommunity). 
+Interested in staying up to date with Tapyr and other packages? Subscribe to [Shiny Weekly](https://go.appsilon.com/shiny-weekly?utm_source=community&utm_medium=github&utm_content=tapyr) and join our [community](https://go.appsilon.com/shiny4allcommunity).
 
 Explore the [Rhinoverse](https://rhinoverse.dev) - a family of R packages built around [Rhino](https://appsilon.github.io/rhino/)!