The synthesis of biogas through anaerobic digestion relies heavily on the efficient function of specialized microbial communities. Cultivating these microbes to optimize biogas production is a crucial aspect of sustainable energy implementation. Strategies such as tuning environmental parameters, incorporating pre-adapted microbial consortia, and a