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Caleb Chen Cao

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Preprint Aug 2026

Can Coding Agents Solve Repository-Level Issues with Rendered Code? An Exploratory Study of Visual Representations

Visual modality has recently been explored as a way to compress textual tokens, including rendering code as images for static code understanding. We study whether this representation can serve as operational context for agentic coding, where an agent must navigate repositories, edit source files, and verify executable...

Weijie Liang, Yuanfeng Song, Xing Chen et al. · 0 citations

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