In this article, we explore the vision, roadmap, and progress of Flink Shuffle 3.0. We delve into the new features and improvements that have been added, and the future direction of this important technology. From optimizing shuffling of large graph data to enhancing the performance of iterative ML algorithms, Flink Shuffle 3.0 promises significant gains in speed and scalability. Join us as we explore this exciting new development in distributed computing.