diff --git a/docs/requirements.txt b/docs/requirements.txt
index 6748578b..7af20d13 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -9,9 +9,9 @@
 --editable .
 
 autodoc-traits
+jupyterhub-sphinx-theme
 myst-parser
 pre-commit
-pydata-sphinx-theme
 pytablewriter>=0.56
 ruamel.yaml
 sphinx>=4
diff --git a/docs/source/conf.py b/docs/source/conf.py
index dbd2c948..e99e1393 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -34,6 +34,7 @@ extensions = [
     "sphinx-jsonschema",
     "sphinxext.opengraph",
     "sphinxext.rediraffe",
+    "jupyterhub_sphinx_theme",
     "myst_parser",
 ]
 root_doc = "index"
@@ -154,18 +155,13 @@ html_logo = "_static/images/logo/logo.png"
 html_favicon = "_static/images/logo/favicon.ico"
 html_static_path = ["_static"]
 
-html_theme = "pydata_sphinx_theme"
+html_theme = "jupyterhub_sphinx_theme"
 html_theme_options = {
     "icon_links": [
         {
             "name": "GitHub",
             "url": "https://github.com/jupyterhub/jupyterhub",
-            "icon": "fab fa-github-square",
-        },
-        {
-            "name": "Discourse",
-            "url": "https://discourse.jupyter.org/c/jupyterhub/10",
-            "icon": "fab fa-discourse",
+            "icon": "fa-brands fa-github",
         },
     ],
     "use_edit_page_button": True,