diff --git a/docs/release-notes.rst b/docs/release-notes.rst
index 8cee0bd..7e1429f 100644
--- a/docs/release-notes.rst
+++ b/docs/release-notes.rst
@@ -14,15 +14,20 @@ NixOS 25.05
   (`merge request <https://gitlab.com/simple-nixos-mailserver/nixos-mailserver/-/merge_requests/380>`__)
 - Switch to the more efficient `fts-flatcurve` indexer for full text search
   (`merge request <https://gitlab.com/simple-nixos-mailserver/nixos-mailserver/-/merge_requests/361>`__).
+
   This makes use of a new index, which will be automatically re-generated the
   next time a folder is searched.
   The operation is now quick enough to be performed "just-in-time".
   Alternatively, all indices can be immediately re-generated for all users and
   folders by running
-  `doveadm fts rescan -u '*' && doveadm index -u '*' -q '*'`.
+
+  .. code-block:: bash
+
+    doveadm fts rescan -u '*' && doveadm index -u '*' -q '*'
+
   The previous index (which is not automatically discarded to allow rollbacks)
   can be cleaned up by removing all the `xapian-indexes` directories within
-  `mailserver.indexDir`.
+  ``mailserver.indexDir``.
 - Individual domains can now be excluded from DMARC Reporting through ``mailserver.dmarcReporting.excludedDomains``.
   (`merge request <https://gitlab.com/simple-nixos-mailserver/nixos-mailserver/-/merge_requests/297>`__)
 - Configuring ``mailserver.forwards`` is now possible when the setup relies on LDAP.
@@ -79,7 +84,6 @@ NixOS 21.11
 - New option ``certificateDomains`` to generate certificate for
   additional domains (such as ``imap.example.com``)
 
-
 NixOS 21.05
 -----------