Cloud Foundry is a platform that allows users to deploy applications. The document outlines the steps to deploy a first application using the Cloud Foundry Command Line Interface (CLI) including targeting an organization and space, pushing an app, and scaling it. Services like databases can also be provisioned and bound to applications through the Cloud Foundry marketplace.