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In the video tutorial, the process of setting up a continuous integration pipeline using Circle CI to deploy a simple React application to AWS S3 is demonstrated. The application is hosted statically on the S3 bucket to make it accessible on the web. The tutorial covers setting up the environment by creating a GitHub repository and preparing the application with a simple text message. Additional details on the deployment process are outlined, with a focus on utilizing Circle CI for automation.