diff --git a/docs/WebHelp_Densify_Cloud/Content/Release_Notes/New_Features_Cloud.mdx b/docs/WebHelp_Densify_Cloud/Content/Release_Notes/New_Features_Cloud.mdx
index 028411a..281c28f 100644
--- a/docs/WebHelp_Densify_Cloud/Content/Release_Notes/New_Features_Cloud.mdx
+++ b/docs/WebHelp_Densify_Cloud/Content/Release_Notes/New_Features_Cloud.mdx
@@ -1550,6 +1550,22 @@ When deploying the Container Data Forwarder ensure that the same version is depl
## Kubex Automation Engine
+
+
+ **Added:**
+ - KubeAI `Model` workload support, including owner-scoped recommendation and rollback state handling.
+ - KAI/vLLM tuning controls for GPU-sharing automation strategies.
+
+ **Changed:**
+ - Default policy workload scope now includes KubeAI `Model` objects when `workloadTypes` is omitted.
+ - Rollback monitoring now enforces adoption-threshold behavior more consistently.
+ - Agentic Proposal sync remains opt-in through `GlobalConfiguration` and is disabled by default.
+
+ **Fixed:**
+ - Helm uninstall reliability by aligning the pre-delete cleanup hook permissions with the rightsizing resources it patches.
+
+
+
**Added:**
@@ -1702,6 +1718,10 @@ When deploying the Container Data Forwarder ensure that the same version is depl
The Kubex Automation Controller has been deprecated and replaced by the Kubex Automation Engine.
+
+The Kubex Automation Controller has been deprecated and replaced by the Kubex Automation Engine.
+
+
The Kubex Automation Controller automatically implemented Kubex's optimization recommendations for Kubernetes workloads.