This document discusses new features and improvements in Azure Functions V2 including support for Java and .NET Core 2.0, separation of host and runtime processes, and the introduction of Durable Functions for orchestrating workflows. Durable Functions allow defining workflows using code and handle state management. Application Insights is recommended for monitoring performance and stability. Authentication, CORS, and retry policies are also discussed.