Herein, we report a Pd‐catalyzed aerobic lactamization of unactivated γ‐C(sp3)–H bonds of aliphatic carboxylic acids and amino acids derivatives. The utilization of Pd(OAc)2 as a catalyst, along with catalytic AgNO2 as an electron transfer mediator, circumvents the need for stoichiometric oxidants and demonstrates significant practicality.