Drugs targeting metabolism have been effectively used in patients with T-cell acute lymphoblastic leukemia (T-ALL) for decades; still, the full therapeutic potential of targeting metabolism has not been completely exploited yet. Here, we highlight the critical need for metabolic biomarkers to advance precision medicine in T-ALL, explore the identification of novel metabolic vulnerabilities, and discuss the potential of targeted therapies and dietary interventions to optimize treatment outcomes.