Peanut breeding has passed through various stages, including traditional breeding, hybrid breeding, and molecular breeding. With the rapid development of information technology, biotechnology has also made great progress. The application of biotechnology in breeding mainly includes three aspects: molecular biology, genetic breeding, and transgenic breeding. With the rapid development of genome, transcriptome, proteome, metabolome, epigenome, and phenomics studies and Big Data technology, peanut breeding is also developing intelligent approaches. Compared with traditional breeding, smart breeding has the advantages of high efficiency, speed, and accuracy, and will become an inevitable trend of future breeding work. This chapter reviews the development of peanut breeding technology around the world, highlights the overview, research progress, and application of peanut smart breeding, and provides an outlook on the development trend of peanut smart breeding. Intelligent breeding technology effectively shortens breeding time, accelerates the pace of improvement, and increases efficiency, playing a crucial role in improving yield and quality and reducing production costs. <!----> <!----> <!----> <!---->