Taguchi methods are statistical methods developed by Genichi Taguchi to improve quality in manufacturing. It focuses on incorporating robust design principles to minimize the effect of variability in manufacturing processes. Taguchi's contributions include introducing a specific loss function, the philosophy of off-line quality control, and innovations in design of experiments to study variation in production. Poka-yoke techniques use mechanisms to prevent mistakes from occurring in manufacturing processes through methods of error proofing.