Radical anti‐Markovnikov hydro‐ and deuteroamidation of unactivated alkenes was achieved by merging photoredox and thiol catalysis. Reactions proceed by addition of the electrophilic CbzHN‐radical (Cbz=carbobenzyloxy), readily generated by single‐electron‐transfer (SET) oxidation of an α‐Cbz‐amino‐oxy acid to an alkene. The adduct radical is reduced by thiophenol added as an organic polarity reversal cocatalyst, which mediates the H transfer from H2O to the alkyl radical intermediate. Accordingly, deuteroamidation of alkenes was realized with excellent D incorporation by using D2O as the stoichiometric formal radical‐reducing reagent. The reaction features low redox catalyst loading, excellent anti‐Markovnikov selectivity, and the use of a large alkene excess is not required. Diverse Cbz‐protected primary amines, including β‐deuterated amines, can be obtained by applying this method.