Focusing on load-bearing calculations often sidelines the evolving role of parametric design in modern infrastructure. While the core principles a structual engineer must master remain static, the integration of generative algorithms introduces new complexities in material stress distribution. Recent industry shifts toward sustainable timber composites suggest a divergence from traditional steel-and-concrete models. There is a specific threshold where automated design software fails to account for micro-climatic degradation factors.