diff --git a/docs/guides/dynamo_deploy/README.md b/docs/guides/dynamo_deploy/README.md
index 4285867bf9..2716dec59e 100644
--- a/docs/guides/dynamo_deploy/README.md
+++ b/docs/guides/dynamo_deploy/README.md
@@ -29,11 +29,11 @@ Dynamo Cloud acts as an orchestration layer between the end user and Kubernetes,
 
 We provide a Custom Resource YAML file for many examples under the components/backends/{engine}/deploy folders. Consult the examples below for the CRs for a specific inference backend.
 
-[View SGLang K8s](../../components/backends/sglang/deploy/README.md)
+[View SGLang K8s](../../../components/backends/sglang/deploy/README.md)
 
-[View vLLM K8s](../../components/backends/vllm/deploy/README.md)
+[View vLLM K8s](../../../components/backends/vllm/deploy/README.md)
 
-[View TRT-LLM K8s](../../components/backends/trtllm/deploy/README.md)
+[View TRT-LLM K8s](../../../components/backends/trtllm/deploy/README.md)
 
 ### Deploying a particular example
 
@@ -53,8 +53,6 @@ kubectl apply -f components/backends/vllm/deploy/agg.yaml -n ${NAMESPACE}
 You can use `kubectl get dynamoGraphDeployment -n ${NAMESPACE}` to view your deployment.
 You can use `kubectl delete dynamoGraphDeployment <your-dep-name> -n ${NAMESPACE}` to delete the deployment.
 
-We provide a Custom Resource YAML file for many examples under the `deploy/` folder.
-Use [VLLM YAML](../../components/backends/vllm/deploy/agg.yaml) for an example.
 
 **Note 1** Example Image
 
@@ -99,14 +97,3 @@ Additional Resources:
 - [Port Forward Documentation](https://kubernetes.io/docs/tasks/access-application-cluster/port-forward-access-application-cluster/)
 - [Examples Deployment Guide](../../examples/README.md#deploying-a-particular-example)
 
-
-## Manual Deployment with Helm Charts
-
-Users who need more control over their deployments can use the manual deployment path (`deploy/helm/`):
-
-- Used for manually deploying inference graphs to Kubernetes
-- Contains Helm charts and configurations for deploying individual inference pipelines
-- Provides full control over deployment parameters
-- Requires manual management of infrastructure components
-- Documentation:
-  - [Helm Deployment Guide](../../../deploy/helm/README.md): detailed instructions for manual deployment