Yet, with innovation comes responsibility. The integration of complex algorithms and AI systems into healthcare necessitates rigorous scrutiny to ensure accuracy, efficacy, and ethical compliance. Traditional methods of code review employed within the tech industry may not suffice in the context of bioscience,