diff --git a/modules/concepts/pages/observability/logging.adoc b/modules/concepts/pages/observability/logging.adoc
index cb3e7342f..2b4cfeeaf 100644
--- a/modules/concepts/pages/observability/logging.adoc
+++ b/modules/concepts/pages/observability/logging.adoc
@@ -128,7 +128,7 @@ Configure a {vector-source-vector}[Vector source{external-link-icon}^] at addres
 === Configuring the aggregator location
 
 Every product also has a `vectorAggregatorConfigMapName` property in its spec that needs to be set to the name of the ConfigMap that contains the address of the aggregator.
-The field is called `ADDRESS` and the value could be `vector-aggregator:6000` if you're running the aggregator behind a service named `vector-aggregator`.
+The field is called `ADDRESS` and the value could be `http://vector-aggregator.vector.svc.cluster.local:6000` if you're running the aggregator behind a service named `vector-aggregator`.
 
 [source,yaml]
 ----
@@ -137,7 +137,7 @@ kind: ConfigMap
 metadata:
   name: vector-aggregator-discovery
 data:
-  ADDRESS: vector-aggregator.vector.svc.cluster.local:6000
+  ADDRESS: http://vector-aggregator.vector.svc.cluster.local:6000
 ----
 
 == Custom overrides
diff --git a/modules/tutorials/examples/logging-aggregator/main.sh b/modules/tutorials/examples/logging-aggregator/main.sh
index 847f79ab2..21aed2ad5 100755
--- a/modules/tutorials/examples/logging-aggregator/main.sh
+++ b/modules/tutorials/examples/logging-aggregator/main.sh
@@ -2,7 +2,7 @@
 
 echo "Installing ZooKeeper Operator"
 # tag::zk-op[]
-stackablectl release install -i secret -i commons -i listener -i zookeeper 23.11
+stackablectl release install -i secret -i commons -i listener -i zookeeper 26.7
 # end::zk-op[]
 
 # tag::vector-helm-repo[]
diff --git a/modules/tutorials/examples/logging-aggregator/vector-aggregator-discovery.yaml b/modules/tutorials/examples/logging-aggregator/vector-aggregator-discovery.yaml
index daba2720e..2f954ecb9 100644
--- a/modules/tutorials/examples/logging-aggregator/vector-aggregator-discovery.yaml
+++ b/modules/tutorials/examples/logging-aggregator/vector-aggregator-discovery.yaml
@@ -3,4 +3,4 @@ kind: ConfigMap
 metadata:
   name: vector-aggregator-discovery
 data:
-  ADDRESS: vector-aggregator:6000
+  ADDRESS: http://vector-aggregator:6000
diff --git a/modules/tutorials/examples/logging-aggregator/zookeeper.yaml b/modules/tutorials/examples/logging-aggregator/zookeeper.yaml
index 09fc81849..214e2c401 100644
--- a/modules/tutorials/examples/logging-aggregator/zookeeper.yaml
+++ b/modules/tutorials/examples/logging-aggregator/zookeeper.yaml
@@ -5,8 +5,7 @@ metadata:
   name: simple-zk
 spec:
   image:
-    productVersion: 3.8.0
-    stackableVersion: "0.0.0-dev"
+    productVersion: 3.9.5
   clusterConfig:
     vectorAggregatorConfigMapName: vector-aggregator-discovery  # <1>
   servers:
@@ -29,4 +28,4 @@ spec:
                   ROOT:
                     level: INFO
                   org.apache.zookeeper.server.NettyServerCnxn:
-                    level: NONE
\ No newline at end of file
+                    level: NONE