Maintenance Mode and Restart Apps are two new features in DigitalOcean's App Platform, allowing for greater flexibility and control over applications. Maintenance Mode temporarily takes an app offline while ensuring users see a maintenance page on the home screen, ideal for tasks such as database migrations or troubleshooting. The Restart Apps feature enables developers to reboot their applications directly from the dashboard in seconds, simplifying app management and reducing unnecessary workarounds.