This post discusses a novel maturity model for on-call machine learning operations (MLOps), focusing on the skills required for agents involved in this process. By introducing new techniques and perspectives in MLOps, it aims to enhance the effectiveness and efficiency of on-call operations, addressing the evolving needs of developers in the AI and machine learning landscape.