Fargate is a compute engine for containers that allows running containers without managing servers or clusters. With Fargate, users can schedule containers via familiar APIs and pay for only the resources consumed. Fargate allows configuring containers with flexible CPU and memory options and pricing is based on actual resources used. The document demonstrates how to run containers on Fargate and provides details on configurations and pricing.