Stack.io is a real-time distributed communication framework that allows for building real-time web applications using a unified RPC model between web clients and backend services, as well as between backend services. It uses technologies like Node.js, Socket.io, and ZeroRPC to provide features like streaming responses, authentication, OAuth support, and centralized routing across different programming languages.