diff --git a/modules/guides/pages/defer-index.adoc b/modules/guides/pages/defer-index.adoc
index b14108a3f..0763c898a 100644
--- a/modules/guides/pages/defer-index.adoc
+++ b/modules/guides/pages/defer-index.adoc
@@ -109,12 +109,12 @@ The following examples create a set of primary and secondary indexes in the spec
 
 [source,java]
 ----
-include::java-sdk:hello-world:example$IndexHelloWorld.java[tag=defer-create-primary,indent=0]
+include::java-sdk:devguide:example$java/IndexHelloWorld.java[tag=defer-create-primary,indent=0]
 ----
 
 [source,java]
 ----
-include::java-sdk:hello-world:example$IndexHelloWorld.java[tag=defer-create-secondary,indent=0]
+include::java-sdk:devguide:example$java/IndexHelloWorld.java[tag=defer-create-secondary,indent=0]
 ----
 
 {github}
@@ -165,12 +165,12 @@ The following examples create a set of primary and secondary indexes in the spec
 
 [source,python]
 ----
-include::python-sdk:devguide:example$python/index_hello_world.py[tag=defer-create-primary,indent=0]
+include::python-sdk:hello-world:example$index_hello_world.py[tag=defer-create-primary,indent=0]
 ----
 
 [source,python]
 ----
-include::python-sdk:devguide:example$python/index_hello_world.py[tag=defer-create-secondary,indent=0]
+include::python-sdk:hello-world:example$index_hello_world.py[tag=defer-create-secondary,indent=0]
 ----
 
 {github}
@@ -251,7 +251,7 @@ The following example builds all deferred indexes in the specified keyspace.
 
 [source,java]
 ----
-include::java-sdk:hello-world:example$IndexHelloWorld.java[tag=defer-build,indent=0]
+include::java-sdk:devguide:example$java/IndexHelloWorld.java[tag=defer-build,indent=0]
 ----
 
 {github}
@@ -289,7 +289,7 @@ The following example builds all deferred indexes in the specified keyspace.
 
 [source,python]
 ----
-include::python-sdk:devguide:example$python/index_hello_world.py[tag=defer-build,indent=0]
+include::python-sdk:hello-world:example$index_hello_world.py[tag=defer-build,indent=0]
 ----
 
 {github}
@@ -302,7 +302,7 @@ For further details, refer to https://docs.couchbase.com/sdk-api/couchbase-pytho
 
 Reference and explanation:
 
-* xref:server:learn:services-and-indexes/indexes/global-secondary-indexes.adoc[Using Indexes]
+* xref:cloud:learn:services-and-indexes/indexes/global-secondary-indexes.adoc[Using Indexes]
 
 Administrator guides: