diff --git a/content/deploy/tutorials/_index.md b/content/deploy/tutorials/_index.md
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--- a/content/deploy/tutorials/_index.md
+++ b/content/deploy/tutorials/_index.md
@@ -37,8 +37,7 @@ This sections contains step-by-step guides on how to deploy Streamlit apps to va
 
 While we work on official Streamlit deployment guides for other hosting providers, here are some user-submitted tutorials for different cloud services:
 
-- [How to deploy Streamlit apps to **Google App Engine**](https://dev.to/whitphx/how-to-deploy-streamlit-apps-to-google-app-engine-407o), by [Yuichiro Tachibana (Tsuchiya)](https://discuss.streamlit.io/u/whitphx/summary).
-- [How to deploy your Streamlit Web App to **Google Cloud Run** with ease?](https://medium.com/google-cloud/how-to-deploy-your-streamlit-web-app-to-google-cloud-run-with-ease-c9f044aabc12), by Maddula Sampath Kumar.
+- [Deploy Streamlit on **Google Cloud Run**](https://cloud.google.com/run/docs/quickstarts/build-and-deploy/deploy-python-streamlit-service) (official Google Cloud tutorial).
 - [Host Streamlit on **Heroku**](https://towardsdatascience.com/quickly-build-and-deploy-an-application-with-streamlit-988ca08c7e83), by Maarten Grootendorst.
 - [Deploy Streamlit on **Ploomber Cloud**](https://docs.cloud.ploomber.io/en/latest/apps/streamlit.html), by Ido Michael.
 - [Host Streamlit on **21YunBox**](https://www.21yunbox.com/docs/#/deploy-streamlit), by Toby Lei.