diff --git a/python_docs_theme/static/pydoctheme.css b/python_docs_theme/static/pydoctheme.css
index 54c1616..87a0629 100644
--- a/python_docs_theme/static/pydoctheme.css
+++ b/python_docs_theme/static/pydoctheme.css
@@ -29,10 +29,16 @@ pre {
     color: inherit;
 }
 
+/* Add underlines to links */
 a[href] {
     text-decoration: underline 1px;
+}
+
+/* Increase the underline offset for code to avoid obscuring underscores */
+a[href]:has(> code) {
     text-underline-offset: 0.25em;
 }
+
 /* No underline for navigation */
 a.headerlink,
 div.genindex-jumpbox a,