Yuhong Fu

Late requirements can double code invalidation, revealing a hidden cost in coding-agent sessions that could derail project timelines and budgets.

Semantic correctness in LLM-generated multi-level models is only partially achieved, revealing significant gaps in their understanding of complex semantics.

Multi-level modelling slashes post-change inconsistencies by unifying artefacts, outperforming traditional two-level modelling in software maintenance scenarios.

Bounded Context violations in DDD projects are shown to significantly hinder maintenance quality, revealing a critical challenge for practitioners.