Age impacts the effect of dietary health and longevity interventions but the underlying mechanisms are incompletely understood. Here the authors study fasting in killifish and find that older animals exhibit a metabolic shift resembling a fasting-like program, which is counteracted by boosting the activity of AMPKγ1, promoting health and longevity.