A new technique improves user interface generation within Codex. By refining specific prompting strategies, developers can extract cleaner, more functional UI code from the model. This incremental tip reduces manual cleanup time for frontend engineers. It provides a marginal efficiency gain for those integrating Anthropic or OpenAI tools into their daily coding workflows.