A co-evolving design-and-code knowledge graph improves multi-iteration front-end repository generation by ~9.5 Pass@2 points and cuts input tokens 25–30× versus agent baselines.
Beyond functional correctness: Investigating coding style inconsistencies in large language models,
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WebDesignIter: Co-Evolving Design Knowledge for Repository-Level Front-End Code Generation
A co-evolving design-and-code knowledge graph improves multi-iteration front-end repository generation by ~9.5 Pass@2 points and cuts input tokens 25–30× versus agent baselines.