MongoDB Atlas Compute Autoscaling Now In Public Beta` is a new feature that enables predictive resource modeling to automatically adjust the size of your database cluster in real-time, using machine learning algorithms and proven practices from managing numerous MongoDB deployments. This feature allows you to optimize capacity management, set and forget it, and automate scaling operations without manual intervention required. It's currently available on all clusters M10 and higher on Azure and GCP, and on all "General" class clusters M10 and higher on AWS, with limitations on certain cluster types. The feature is part of an autonomous cloud database that automates administration tasks, allowing developers to focus on development.