diff --git a/dev/README_RELEASE_HELM_CHART.md b/dev/README_RELEASE_HELM_CHART.md
index 860e69479bf5b..c3f8dab59df5d 100644
--- a/dev/README_RELEASE_HELM_CHART.md
+++ b/dev/README_RELEASE_HELM_CHART.md
@@ -225,15 +225,14 @@ rm -rf dist/*
 breeze release-management prepare-helm-chart-tarball --version ${VERSION} --version-suffix ${VERSION_SUFFIX}
 ```
 
+Note: The version suffix is only used for the RC tag and tag message. The version in the tarball is without the suffix, so the tarball can be released as-is when the vote passes.
+
 - Generate the binary Helm Chart release:
 
 ```shell
-breeze release-management prepare-helm-chart-package --sign-email jedcunningham@apache.org --version-suffix ${VERSION_SUFFIX}
+breeze release-management prepare-helm-chart-package --sign-email jedcunningham@apache.org
 ```
 
-Note: The `--version-suffix` parameter is optional but recommended for RC releases to ensure proper documentation
-links generation. When specified, it will generate staging documentation links instead of production ones.
-
 Warning: you need the `helm gpg` plugin to sign the chart (instructions to install it above)
 
 This should generate two files:
@@ -499,8 +498,8 @@ rm -rf dist/*
    check and skip tagging. There is no need to specify version as it is stored in Chart.yaml of the rc tag.
 
 ```shell
-breeze release-management prepare-helm-chart-tarball --version-suffix ${VERSION_SUFFIX} --ignore-version-check --skip-tagging
-breeze release-management prepare-helm-chart-package --version-suffix ${VERSION_SUFFIX}
+breeze release-management prepare-helm-chart-tarball --ignore-version-check --skip-tagging
+breeze release-management prepare-helm-chart-package
 ```
 
 5. Compare the produced tarball binary with ones in SVN: