diff --git a/x-pack/plugins/code/public/components/admin_page/setup_guide.tsx b/x-pack/plugins/code/public/components/admin_page/setup_guide.tsx
index 5d7f0f509db2..e7c8da9edddf 100644
--- a/x-pack/plugins/code/public/components/admin_page/setup_guide.tsx
+++ b/x-pack/plugins/code/public/components/admin_page/setup_guide.tsx
@@ -92,9 +92,9 @@ const steps = [
           <EuiLink href={documentationLinks.codeOtherFeatures} target="_blank">
             navigating
           </EuiLink>{' '}
-          the repo. If language support is available to the repo, also make sure{' '}
+          the repo. If language support is available to the repo, make sure{' '}
           <EuiLink href={documentationLinks.semanticNavigation} target="_blank">
-            Semantic Navigation
+            semantic navigation
           </EuiLink>{' '}
           is available as well.
         </p>
diff --git a/x-pack/plugins/code/public/lib/documentation_links.ts b/x-pack/plugins/code/public/lib/documentation_links.ts
index 5f471552b0cc..d9181d950946 100644
--- a/x-pack/plugins/code/public/lib/documentation_links.ts
+++ b/x-pack/plugins/code/public/lib/documentation_links.ts
@@ -15,7 +15,7 @@ export const documentationLinks = {
   codeGettingStarted: `${ELASTIC_WEBSITE_URL}guide/en/kibana/7.2/code-getting-started.html`,
   codeRepoManagement: `${ELASTIC_WEBSITE_URL}guide/en/kibana/7.2/code-repo-management.html`,
   codeSearch: `${ELASTIC_WEBSITE_URL}guide/en/kibana/7.2/code-search.html`,
-  codeOtherFeatures: `${ELASTIC_WEBSITE_URL}guide/en/kibana/7.2/code-other-navigation-features.html`,
-  semanticNavigation: `${ELASTIC_WEBSITE_URL}guide/en/kibana/7.2/code-semantic-code-navigation.html`,
+  codeOtherFeatures: `${ELASTIC_WEBSITE_URL}guide/en/kibana/7.2/code-basic-nav.html`,
+  semanticNavigation: `${ELASTIC_WEBSITE_URL}guide/en/kibana/7.2/code-semantic-nav.html`,
   kibanaRoleManagement: `${ELASTIC_WEBSITE_URL}guide/en/kibana/7.2/_kibana_role_management.html`,
 };