diff --git a/backend/README.md b/backend/README.md
index 2614af10ec5..bb6f31f9b61 100644
--- a/backend/README.md
+++ b/backend/README.md
@@ -15,17 +15,6 @@ The API server itself can be built using:
 go build -o /tmp/apiserver backend/src/apiserver/*.go
 ```
 
-## Building APIServer Image using Remote Build Execution
-
-If you are a dev in the Kubeflow Pipelines team, you can use
-[Remote Build Execution Service](https://cloud.google.com/sdk/gcloud/reference/alpha/remote-build-execution/)
-to build the API Server image using Bazel with use of a shared cache for
-speeding up the build. To do so, execute the following command:
-
-```
-./build_api_server.sh -i gcr.io/cloud-ml-pipelines-test/api-server:dev
-```
-
 ## Building APIServer image locally
 
 The API server image can be built from the root folder of the repo using: 
@@ -40,6 +29,8 @@ After making changes to proto files, the Go client libraries and swagger files
 need to be regenerated and checked-in. The `backend/api/generate_api.sh` script
 takes care of this. It should be noted that this requires [Bazel](https://bazel.build/), version 0.24.0` 
 
+# Visualization Server Instructions
+
 ## Updating python dependencies
 
 [pip-tools](https://github.com/jazzband/pip-tools) is used to manage python