The synthesis of biogas through anaerobic digestion relies heavily on the efficient performance of specialized microbial communities. Enhancing these microbes to optimize biogas output is a crucial aspect of sustainable energy implementation. Strategies such as manipulating environmental parameters, introducing pre-adapted microbial consortia, and