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Phanindra Reddy Madduru

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#artificial intelligence Preprint Sep 2026

When Agents Implement Systems: A Case Study in Defects, Detection, and Evaluation Rigor

A case study of one LLM coding agent implementing a multi-component data system against a detailed pre-existing specification, and evaluates the one retrieval trade-off specified in that architecture: restricting candidates to a graph-identified entity set before ranking versus unfiltered search.

Phanindra Reddy Madduru · 0 citations