LU, E. Uncertainty-Aware Vision–Language Design-to-Code Agents with Iterative Design Critique and Structural Fidelity Evaluation. Journal of Knowledge Learning and Science Technology ISSN: 2959-6386 (online), v. 5, n. 2, p. 65–78, 25 Jun.2026.