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

Phanindra Reddy Madduru

As LLM coding agents increasingly perform end-to-end engineering work, we lack empirical characterization of how they behave on systems-level requirements: schema design, async orc…