Dialectical thinking is the fundamental method of Marxist philosophy, adhering to the guidance of dialectical materialism to discover, analyze, and solve problems. It not only emphasizes a comprehensive and dialectical understanding of problems, but also emphasizes viewing the mainstream and overall trend, grasping the essence and development laws of things, and finding ways to solve problems. General Secretary Xi Jinping asked us: "We should learn to master the fundamental method of materialistic dialectics, constantly enhance our dialectical thinking ability, and improve our ability to manage complex situations and deal with complex problems." The application of dialectical thinking in promoting the overall revitalization of rural areas is to promote the overall development in solving the main contradictions of rural development, focus on the phased tasks in grasping the overall development trend, grasp the dialectical relationship between the current and long-term perspective, top-level design and grass-roots exploration, government leadership and farmers, and clarify the strategic requirements and main direction for promoting the overall revitalization of rural areas. General Secretary Xi Jinping pointed out that in the implementation of the rural revitalization strategy, attention should be paid to the "relationship between long-term goals and short-term goals". Promoting the comprehensive revitalization of rural areas is a dialectical unity and complementary relationship between the current and long-term perspectives. Based on the current situation, it is to be guided by practical problems, focus on phased tasks, identify breakthroughs, be down-to-earth, and truly focus on practical work, grasping the key issues facing rural revitalization. Focusing on the long-term, emphasizing the overall planning of development direction, we should boldly do what is currently effective and sustainable in the long run, and also strive to do what is currently ineffective and laying a foundation in the long run, adhering to a blueprint to the end. To promote comprehensive rural revitalization, we must adhere to a steady and steady approach, and achieve various short-term goals based on the current situation. The 14th Five Year Plan for Promoting Agricultural and Rural Modernization takes 2025 as the time node and makes specific provisions for the short-term goals and tasks of comprehensive rural revitalization. It requires us to focus on current food production, consolidate the foundation of national food security, solve the most concerned, direct, and practical interests of farmers, grasp the current practical problems in rural areas such as industrial development, rural construction, and social governance, to ensure the comprehensive promotion of rural revitalization strategy, a more stable agricultural foundation, and significant progress in agricultural and rural modernization. The comprehensive revitalization of rural areas is a long-term, arduous, and complex systematic project. It is necessary to grasp the rhythm and make long-term plans with a long-term perspective. General Secretary Xi Jinping stressed that "the implementation of the rural revitalization strategy is a long-term and arduous task, which should follow the law of rural construction and focus on long-term planning before moving forward". Rural revitalization is not only a tough battle but also a protracted one. According to the overall requirements of the rural revitalization strategy, the Party Central Committee has outlined a phased goal of achieving decisive progress in rural revitalization by 2035 and a long-term goal of achieving comprehensive rural revitalization by 2050. We should find the right breakthrough in practice, work hard for a long time, accumulate small victories for great success, and form a strong joint force to promote the comprehensive revitalization of rural areas. In short, promoting comprehensive rural revitalization cannot simply pursue short-term goals and only focus on immediate benefits, nor can it go beyond reality and blindly work hard without considering long-term development. We must adhere to long-term planning to lead phased tasks, and support long-term goals with phased tasks. With each step taken, we can definitely comprehensively achieve the long-term goals of strong agriculture, beautiful rural areas, and rich farmers