Urban evolution is at the heart of this discussion, where site-specific art's transformation prompts the emergence of alternative viewpoints and strategies in response to its dwindling conventional impact. The ongoing discourse on site specificity, its cross-disciplinary dimension, and its role as a cultural conduit are explored. The literature review delves into the interplay of site-specific art, urban dynamics, and cultural identity, navigating historical underpinnings and contemporary shifts. Focusing on urban planning in Visakhapatnam, the study employs advanced computational tools to craft an adaptable structure plan accommodating diverse growth scenarios. Methodologically, quantitative analysis using secondary sources, stakeholder engagement, GIS tools, and exemplar cases play pivotal roles. Emphasis is placed on efficient water distribution and resilient infrastructure. Collaborative urban planning emerges as a linchpin for sustainable water management in the conclusion. Ultimately, the dynamic spatial planning approach offers a roadmap for fostering urban resilience in Visakhapatnam.