Specific prompting techniques can now extract higher-quality user interface code from Codex. By refining the input structure, developers reduce the need for manual CSS corrections. This incremental improvement streamlines the frontend prototyping process. Practitioners should apply these targeted constraints to minimize iterative debugging during the initial build phase of their web applications.