Launched as a pivotal policy by the CPC Central Committee, the east-west cooperation program aims to advance coordinated regional development and shared prosperity. This cooperation stands as a matter of great importance under the close watch of President Xi Jinping. Three decades into this initiative, we revisit Xi's earnest expectations and unwavering directives, which have remained steadfast in the pursuit of common prosperity through persistent and long-term efforts.