Drush deploy is a deployment framework built on Drush, influenced by Capistrano, designed for efficient deployment processes. It requires Drush, PHP 5.3, and Git, featuring functionalities like task execution, version management, and rollback capabilities. For multi-server deployments, it utilizes specific configuration files to manage filesystem structures and operations across servers.