Drug-induced interstitial lung disease (DI-ILD) is a significant complication in patients undergoing treatment with certain anti-cancer therapies, with incidence rates rising, particularly with newer drugs such as trastuzumab-deruxtecan, which may impact their safe and effective use. Although the exact pathophysiological mechanisms remain unknown, and different drugs may induce lung damage through different pathways, the most recognized mechanisms are cytotoxic- and immune-mediated effects. Multidisciplinary teams play a crucial role in the diagnosis, management, and prevention of DI-ILD. Given the wide variability in the onset of DI-ILD, which may occur within the first few days of treatment or months after, patient education and clinician training are essential for early detection and improved outcomes. Moreover, the diagnostic confirmation requires the exclusion of alternative causes through clinical, imaging and bronchoscopy evaluation. Treatment strategies largely depend on the grade of severity of the clinical manifestations of DI-ILD, ranging from interruption or discontinuation of the offending drug to corticosteroid therapy and hospitalization for appropriate monitoring. Nonetheless, further research is needed to better understand the impact of emerging anti-cancer drugs on DI-ILD and to establish standardized management protocols.