Play is a web framework that supports Scala and Java. It provides features like easy error reporting, hot reloading of code and configuration changes, RESTful architecture, powerful routing, and horizontal scalability. Play uses Akka and Netty for asynchronous and non-blocking I/O. It has a MVC structure with template rendering and supports features like database evolutions, dependency injection, and unit testing.