Many nucleoside antibiotics and antifungals are biosynthesized through divergent mechanisms. This concept paper reviews the recent developments in our understanding of their biosynthesis and discusses the potential for genome-mining discovery of novel nucleoside antibiotics and antifungals based on a thorough analysis of the genome sequence information. This paper is a part of the Next Generation of Chemical Biology issue.