Grifork is a fast task runner that operates via SSH, designed to expedite deployment processes. It can function in two modes: standalone or grifork mode, with a quickstart installation procedure and configurable options for parallel execution, SSH, and rsync. The tool is built on the concept of 'tree deploy' and allows for efficient task running across multiple nodes.