Symbiotic nitrogen fixation (SNF) can provide a sustainable and self-sufficient nitrogen (N) source for plants. Since its discovery, SNF has remained a central focus of both breeders and fundamental researchers. For decades, extending the utility of SNF to broader agricultural systems has been considered a promising strategy to reduce reliance on synthetic N fertilizers, thereby lowering production costs and mitigating environmental pollution caused by N overuse. This review summarizes recent advances in understanding the molecular and regulatory mechanisms governing SNF in legume plants and highlights emerging strategies to optimize and extend its application in agricultural systems. Particular emphasis is placed on approaches that aim to achieve dominant, fine-tuned, and controllable regulation of N fixation to support sustainable crop production.