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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Xiao-Xia Liu

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Book Open access Oct 2026

From Code to Knowledge: Enhancing Coding Agents via Reverse-Engineered Software Knowledge

Despite advances in code retrieval and static analysis, LLM-based coding agents rarely construct or consult structured representations of a codebase's architectural design, domain model, or behavioral patterns, the very knowledge that human developers depend on when making nontrivial changes. This absence of explicit k...

Yi-Ran Zhang, Yi-Fei Ge, Xiao-Xia Liu · 0 citations

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