This review summarizes recent developments and advancements in the direct hydrotrifluoromethyl(thiol)ation of alkenes with focused attention on the mechanistic aspects of the reactions. It can be used as a guide for chemists to apply the best hydrotrifluoromethyl(thiol)ation conditions in their work or serve as an inspiration for further research collaborations in the field. [ABSTRACT FROM AUTHOR]