DPIAgent: Divide, Protocol, Isolate for Agentic Reproduction Test Generation
DPIAgent is proposed, a structured agentic framework built on three principles, Divide, Protocol, Isolate (DPI), that mitigates compound-objective ambiguity and goal drift, and shows that architectural structure and backbone capability are complementary axes rather than substitutes, demonstrating DPI's generalizability across model classes.
Hao Liu, Steven Liu, Xin Zhang et al.
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