This document discusses the technique of DNA shuffling. It begins with a brief history of DNA shuffling, invented by Willem P.C. Stemmer in 1994. It then discusses the goal of DNA shuffling, which is to generate libraries of chimeric variants from related DNA sequences that can undergo directed evolution. Critical parameters for DNA shuffling include using a thermostable DNA polymerase and performing a fragmentation step using MnCl2 instead of MgCl2. Applications of DNA shuffling discussed include evolving improved enzymes, cytokines, antibodies, viral proteins, and vaccine candidates.