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Author

Yitong Ma

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Preprint Oct 2026

The Physical Cost of Context: Quality-Constrained Resource Accounting for Coding Agents

Coding agents resend a growing context on every model call, and context policies are usually judged by the prompt tokens they save. Executed work also depends on call count and prefix reuse: a caching runtime prefills only the tokens after the longest cached prefix. A shorter prompt can therefore cost more if it rewrit...

Zhong-Ming Yu, Yi-Tong Ma, Heng-Jia Yu et al. · 0 citations
Jul 2026

CodeNib: A Multi-View Data System for Serving Repository Context to Coding Agents

Together, these results support multi-view repository-context serving with explicit, operation-specific validity boundaries with quality-cost frontiers across the repository-context lifecycle.

Zhongming Yu, Hengjia Yu, Boqin Yuan et al. · 0 citations

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