diff --git a/deploy/kubernetes/Makefile b/deploy/kubernetes/Makefile
index d7eb3241161..98e216142b7 100644
--- a/deploy/kubernetes/Makefile
+++ b/deploy/kubernetes/Makefile
@@ -75,7 +75,6 @@ else
 		--title "Update kubernetes templates for elastic-agent" \
 		--body "Automated by ${BUILD_URL}" \
 		--label automation \
-		--label release_note:automation \
 		--base main \
 		--head $(ELASTIC_AGENT_BRANCH) \
 		--reviewer elastic/obs-cloudnative-monitoring
diff --git a/deploy/kubernetes/elastic-agent-managed-kubernetes.yaml b/deploy/kubernetes/elastic-agent-managed-kubernetes.yaml
index 1f3c3d8ec9b..3a41910c51a 100644
--- a/deploy/kubernetes/elastic-agent-managed-kubernetes.yaml
+++ b/deploy/kubernetes/elastic-agent-managed-kubernetes.yaml
@@ -1,4 +1,4 @@
-# For more information refer to https://www.elastic.co/guide/en/fleet/current/running-on-kubernetes-managed-by-fleet.html
+# For more information https://www.elastic.co/guide/en/fleet/current/running-on-kubernetes-managed-by-fleet.html
 apiVersion: apps/v1
 kind: DaemonSet
 metadata:
diff --git a/deploy/kubernetes/elastic-agent-managed/elastic-agent-managed-daemonset.yaml b/deploy/kubernetes/elastic-agent-managed/elastic-agent-managed-daemonset.yaml
index 17959a4febe..e1b85082ac3 100644
--- a/deploy/kubernetes/elastic-agent-managed/elastic-agent-managed-daemonset.yaml
+++ b/deploy/kubernetes/elastic-agent-managed/elastic-agent-managed-daemonset.yaml
@@ -1,4 +1,4 @@
-# For more information refer to https://www.elastic.co/guide/en/fleet/current/running-on-kubernetes-managed-by-fleet.html
+# For more information https://www.elastic.co/guide/en/fleet/current/running-on-kubernetes-managed-by-fleet.html
 apiVersion: apps/v1
 kind: DaemonSet
 metadata:
diff --git a/deploy/kubernetes/elastic-agent-standalone-kubernetes.yaml b/deploy/kubernetes/elastic-agent-standalone-kubernetes.yaml
index 6de0d0b9270..373282a4c1b 100644
--- a/deploy/kubernetes/elastic-agent-standalone-kubernetes.yaml
+++ b/deploy/kubernetes/elastic-agent-standalone-kubernetes.yaml
@@ -1,4 +1,4 @@
-# For more information refer https://www.elastic.co/guide/en/fleet/current/running-on-kubernetes-standalone.html
+# For more information https://www.elastic.co/guide/en/fleet/current/running-on-kubernetes-standalone.html
 apiVersion: v1
 kind: ConfigMap
 metadata:
diff --git a/deploy/kubernetes/elastic-agent-standalone/elastic-agent-standalone-daemonset-configmap.yaml b/deploy/kubernetes/elastic-agent-standalone/elastic-agent-standalone-daemonset-configmap.yaml
index 15a24fc3c59..1a52302826d 100644
--- a/deploy/kubernetes/elastic-agent-standalone/elastic-agent-standalone-daemonset-configmap.yaml
+++ b/deploy/kubernetes/elastic-agent-standalone/elastic-agent-standalone-daemonset-configmap.yaml
@@ -1,4 +1,4 @@
-# For more information refer https://www.elastic.co/guide/en/fleet/current/running-on-kubernetes-standalone.html
+# For more information https://www.elastic.co/guide/en/fleet/current/running-on-kubernetes-standalone.html
 apiVersion: v1
 kind: ConfigMap
 metadata: