diff --git a/kubernetes_platform/python/RELEASE.md b/kubernetes_platform/python/RELEASE.md
index 82bac8f426e..31bd0128a47 100644
--- a/kubernetes_platform/python/RELEASE.md
+++ b/kubernetes_platform/python/RELEASE.md
@@ -9,7 +9,7 @@ Some steps require elevated permissions to push branches, publish the package, a
 
     **Create and merge the PR into the `master` branch.**
 
-2.  [Requires repo OWNER permissions]  Replace the `KFP_KUBERNETES_VERSION` value with the version in
+1.  [Requires repo OWNER permissions]  Replace the `KFP_KUBERNETES_VERSION` value with the version in
     `__init__.py`, then run the following commands:
 
     ```
@@ -18,20 +18,22 @@ Some steps require elevated permissions to push branches, publish the package, a
     source create_release_branch.sh
     ```
 
-    Follow the instructions printed out by the script in Step 2, which explain how to push the branch to upstream.
+1.  Follow the instructions printed out by the script in Step 2, which explain how to push the branch to upstream.
 
     By the end, you
     should have pushed a modified `__init__.py`, `conf.py` (from Step 1), and `.gitignore`, `kubernetes_executor_config_pb2.py` and two modified `.readthedocs.yml` files (from Step 2) to the release branch.
 
-4.  [Requires credentials] Go to
-    [readthedocs.org/projects/kfp-kubernetes/](https://readthedocs.org/projects/kfp-kubernetes/),
-    click "Versions" in the menu panel, and
-    search for the correct branch to activate the version. Make sure the docs
-    build.
-
-5.  [Requires credentials] From the `kubernetes_platform/python` directory with
+1.  [Requires credentials] From the `kubernetes_platform/python` directory with
     `KFP_KUBERNETES_VERSION` set, run:
 
     ```
     source release.sh
     ```
+    To upload packages, you need an [API token](https://packaging.python.org/en/latest/guides/distributing-packages-using-setuptools/#create-an-account) (contact @chensun for help).
+    Visit https://pypi.org/project/kfp-kubernetes/ and confirm the package was published.
+    
+1.  [Requires credentials] Go to
+    [readthedocs.org/projects/kfp-kubernetes/](https://readthedocs.org/projects/kfp-kubernetes/) (contact @chensun for help),
+    click "Versions" in the menu panel, and search for the correct branch to activate the version. Make sure the docs build.
+    Visit the settings page and set the "Default branch" and "Default version" to the version you just released.
+