Lithium remains the gold-standard maintenance treatment for bipolar disorder (BD) and is distinguished by its unique anti-suicidal and neuroprotective properties. Beyond its established psychiatric efficacy, growing evidence suggests that lithium may modulate fundamental mechanisms of biological aging. In parallel, cellular senescence has emerged as a central process linking oxidative stress, chronic inflammation, mitochondrial dysfunction, and impaired cellular resilience with neurodegeneration and psychiatric disease. Notably, BD is increasingly associated with features of accelerated aging, including telomere shortening, increased inflammatory burden, and structural brain changes consistent with premature brain aging. In this review, we discuss current evidence supporting lithium as a potential senostatic agent in the central nervous system, and specifically in BD. Experimental studies indicate that lithium attenuates several hallmarks of cellular senescence and promotes cellular resilience under conditions of oxidative, inflammatory, and genotoxic stress. These effects appear to involve coordinated modulation of neuroinflammatory signaling, mitochondrial function, oxidative stress responses, genomic stability, and neurotrophic pathways. Clinical findings further suggest that chronic lithium treatment may be associated with preserved telomere length and attenuated biological aging in the brain in BD. Collectively, the available data support a model in which lithium acts not only as a mood stabilizer but also as a broader regulator of aging-associated processes relevant to neuropsychiatric and neurodegenerative disorders. Although the senomodulatory effects of lithium appear context- and cell-type-dependent, its established clinical use and pleiotropic biological actions make it a promising candidate for translational senotherapeutic research.