A feedback loop that injects debugger-observed runtime values into LLM prompts improves directed test input generation, reaching target lines in three of four real-world case studies.
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Refining LLM-based Directed Test Input Generation via Runtime Value Feedback
A feedback loop that injects debugger-observed runtime values into LLM prompts improves directed test input generation, reaching target lines in three of four real-world case studies.