People with HIV (PWH) have often experienced chronic stressors across their lifespan, including adverse childhood experiences (ACES), lifetime economic hardship (LEH), and concurrent stressors associated with living in urban areas (urban stress). Prolonged exposure to stressors might result in differential coping patterns among PWH that can impact care trajectories. We utilized a life course-informed approach to examine chronic stressors as antecedents of latent coping strategies among PWH in care. High-risk alcohol use and non-adherence to anti-retroviral therapy (ART) were examined as consequences of latent coping strategies. Data were utilized from the baseline and interim follow-up visit of the New Orleans Alcohol Use in HIV (NOAH) study. Three latent classes of coping strategies were identified: avoidance coping (31%), low-frequency coping (43%), and problem-solving coping (25%). Exposure to ACES was associated with greater use of avoidance versus low-frequency coping class at wave II. Urban stress was associated with greater use of avoidance coping compared to problem-solving or low-frequency coping classes at wave II. LEH was associated with greater use of low-frequency coping at wave II. Those utilizing low-frequency coping had a two-fold increase in ART non-adherence compared to problem-solving coping. PWH utilizing avoidance and low-frequency coping had a nearly two-fold increase in high-risk alcohol use versus problem-solving coping. These findings reveal important coping classifications that are linked to stressors across the life course of PWH. An understanding of coping styles and stressors may aid in improving the continuum of care among PWH by reducing alcohol use and improving medication adherence.