GitLab's Google Cloud integration allows developers to deploy applications independently without needing production or DevOps engineers. This tutorial shows how to deploy a Python Flask server to Google Cloud in under 10 minutes. The setup is efficient for solo developers or large teams. To start, create a new project in GitLab and create a Flask server using main.py. Next, utilize the Google Cloud integration to create a Service account and Cloud Run via a merge request. After merging the request, the pipeline will deploy the Flask server to Google Cloud Run. The Service URL can be accessed to view the deployed Flask server. The tutorial also provides next steps for developing the Flask application, such as adding another endpoint. To avoid incurring charges, resources used in the tutorial can be deleted or the entire Google Cloud project can be deleted. The tutorial requires owner access on a Google Cloud Platform project, working knowledge of Python, and working knowledge of GitLab CI.