diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index a78d98185..f2b8902bf 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -13,7 +13,7 @@ default_language_version:
 
 repos:
   - repo: "https://github.com/pycontribs/mirrors-prettier"
-    rev: v3.5.3
+    rev: v3.6.2
     hooks:
       - id: prettier
         # Exclude the HTML, since it doesn't understand Jinja2
@@ -22,7 +22,7 @@ repos:
         exclude: .+\.html|webpack\.config\.js|tests/test_a11y/
 
   - repo: "https://github.com/astral-sh/ruff-pre-commit"
-    rev: "v0.11.12"
+    rev: "v0.12.7"
     hooks:
       - id: ruff
         args: [--exit-non-zero-on-fix]
@@ -41,7 +41,7 @@ repos:
         types_or: ["html"]
 
   - repo: "https://github.com/PyCQA/doc8"
-    rev: v1.1.2
+    rev: v2.0.0
     hooks:
       - id: doc8
 
@@ -56,7 +56,7 @@ repos:
       - id: remove-metadata
 
   - repo: "https://github.com/thibaudcolas/pre-commit-stylelint"
-    rev: v16.20.0
+    rev: v16.23.0
     hooks:
       - id: stylelint
         # automatically fix .scss files where possible
diff --git a/docs/community/structure.md b/docs/community/structure.md
index 69360a9d5..424baf2b4 100644
--- a/docs/community/structure.md
+++ b/docs/community/structure.md
@@ -12,15 +12,12 @@ The CSS and JS for this theme are built for the browser from `src/pydata_sphinx_
 [webpack](https://webpack.js.org/). The main entry points are:
 
 - CSS: `src/pydata_sphinx_theme/assets/styles/pydata-sphinx-theme.scss`
-
   - the main part of the theme assets
   - customizes [Bootstrap](https://getbootstrap.com/) with [Sass](https://sass-lang.com)
 
 - JS: `src/pydata_sphinx_theme/assets/scripts/pydata-sphinx-theme.js`
-
   - provides add-on Bootstrap features, as well as some custom navigation behavior
 
 - webpack: `webpack.config.js`
-
   - captures the techniques for transforming the JS and CSS source files in
     `src/pydata_sphinx_theme/assets/*` into the production assets in `src/theme/pydata_sphinx_theme/static/`
diff --git a/docs/user_guide/theme-elements.md b/docs/user_guide/theme-elements.md
index 3a40bec5b..8e2882db5 100644
--- a/docs/user_guide/theme-elements.md
+++ b/docs/user_guide/theme-elements.md
@@ -223,12 +223,10 @@ You may skip the need to manually define the link text by [activating the MyST L
 For example:
 
 - **reStructuredText**
-
   - `https://github.com/pydata/pydata-sphinx-theme/pull/1012`
   - https://github.com/pydata/pydata-sphinx-theme/pull/1012
 
 - **MyST Markdown (default)**
-
   - `[https://github.com/pydata/pydata-sphinx-theme/pull/1012](https://github.com/pydata/pydata-sphinx-theme/pull/1012)`
   - [https://github.com/pydata/pydata-sphinx-theme/pull/1012](https://github.com/pydata/pydata-sphinx-theme/pull/1012)