diff --git a/docs/codeql/codeql-overview/codeql-changelog/codeql-cli-2.19.4.rst b/docs/codeql/codeql-overview/codeql-changelog/codeql-cli-2.19.4.rst
index 9235d63fe2c..51ff05b0c3b 100644
--- a/docs/codeql/codeql-overview/codeql-changelog/codeql-cli-2.19.4.rst
+++ b/docs/codeql/codeql-overview/codeql-changelog/codeql-cli-2.19.4.rst
@@ -79,4 +79,4 @@ JavaScript/TypeScript
 *   Added taint-steps for :code:`Array.prototype.toReversed`.
 *   Added taint-steps for :code:`Array.prototype.toSorted`.
 *   Added support for :code:`String.prototype.matchAll`.
-*   Added taint-steps for :code:`Array.prototype.reverse`\ 
+*   Added taint-steps for :code:`Array.prototype.reverse`. 
diff --git a/docs/codeql/codeql-overview/codeql-changelog/codeql-cli-2.20.4.rst b/docs/codeql/codeql-overview/codeql-changelog/codeql-cli-2.20.4.rst
index c3012e020c7..a5c9c4f222f 100644
--- a/docs/codeql/codeql-overview/codeql-changelog/codeql-cli-2.20.4.rst
+++ b/docs/codeql/codeql-overview/codeql-changelog/codeql-cli-2.20.4.rst
@@ -117,8 +117,8 @@ Java/Kotlin
 *   Deleted the deprecated :code:`isLValue` and :code:`isRValue` predicates from the :code:`VarAccess` class, use :code:`isVarWrite` and :code:`isVarRead` respectively instead.
 *   Deleted the deprecated :code:`getRhs` predicate from the :code:`VarWrite` class, use :code:`getASource` instead.
 *   Deleted the deprecated :code:`LValue` and :code:`RValue` classes, use :code:`VarWrite` and :code:`VarRead` respectively instead.
-*   Deleted a lot of deprecated classes ending in :code:`*Access`, use the corresponding :code:`*Call` classes instead.
-*   Deleted a lot of deprecated predicates ending in :code:`*Access`, use the corresponding :code:`*Call` predicates instead.
+*   Deleted a lot of deprecated classes ending in ``*Access``, use the corresponding ``*Call`` classes instead.
+*   Deleted a lot of deprecated predicates ending in ``*Access``, use the corresponding ``*Call`` predicates instead.
 *   Deleted the deprecated :code:`EnvInput` and :code:`DatabaseInput` classes from :code:`FlowSources.qll`, use the threat models feature instead.
 *   Deleted some deprecated API predicates from :code:`SensitiveApi.qll`, use the Sink classes from that file instead.
 
@@ -144,7 +144,7 @@ Ruby
 *   Deleted the deprecated :code:`ModelClass` and :code:`ModelInstance` classes from :code:`ActiveResource.qll`, use :code:`ModelClassNode` and :code:`ModelClassNode.getAnInstanceReference()` instead.
 *   Deleted the deprecated :code:`Collection` class from :code:`ActiveResource.qll`, use :code:`CollectionSource` instead.
 *   Deleted the deprecated :code:`ServiceInstantiation` and :code:`ClientInstantiation` classes from :code:`Twirp.qll`.
-*   Deleted a lot of deprecated dataflow modules from :code:`*Query.qll` files.
+*   Deleted a lot of deprecated dataflow modules from ``*Query.qll`` files.
 *   Deleted the old deprecated TypeTracking library.
 
 Swift
diff --git a/docs/codeql/codeql-overview/codeql-changelog/codeql-cli-2.21.0.rst b/docs/codeql/codeql-overview/codeql-changelog/codeql-cli-2.21.0.rst
index b6396b2be4e..aa604d702e7 100644
--- a/docs/codeql/codeql-overview/codeql-changelog/codeql-cli-2.21.0.rst
+++ b/docs/codeql/codeql-overview/codeql-changelog/codeql-cli-2.21.0.rst
@@ -207,5 +207,5 @@ JavaScript/TypeScript
 
     *   Intersection :code:`&&`
     *   Subtraction :code:`--`
-    *   :code:`\q` quoted string
+    *   :code:`\\q` quoted string