Does the Code Work or Not?

The evaluation of code extends far beyond the simplistic, binary question of whether it "works." This common misconception is amplified in the era of generative AI, where tools can produce functional code that often lacks critical considerations for scalability, security, and maintainability. Relying on AI-generated code without the oversight of an experienced engineer risks accumulating significant future technical debt. The true value of software and data professionals lies in managing the entire development process, including architecture, testing, and integration, which ensures a robust and sustainable solution.