diff --git a/docs/stylesheets/extra.css b/docs/stylesheets/extra.css
index daa42c7d816a1..f22129ecb1c9a 100644
--- a/docs/stylesheets/extra.css
+++ b/docs/stylesheets/extra.css
@@ -99,6 +99,7 @@
 }
 
 /* See: https://github.com/astral-sh/ruff/issues/9046 */
-[data-md-color-scheme="astral-dark"] div.admonition p a {
-  color: var(--flare);
+[data-md-color-scheme="astral-dark"] div.admonition {
+  color: var(--md-code-fg-color);
+  background-color: var(--md-code-bg-color);
 }