Agentic systems with explicit constraint checking and visual critics can reliably preserve structural integrity in document layout tasks—achieving 68.6% fidelity versus 11-41% for prior methods—by factoring the problem into specialized stages rather than end-to-end generation.
This paper tackles the problem of automatically adapting flowchart diagrams to different aspect ratios (like fitting a pipeline figure into a paper column, slide, or social media format) while preserving all connections and content.