An empirical study of 1,262 prompt changes across 243 GitHub repositories shows that developers mainly add and modify prompt components during feature development, rarely document the changes, and sometimes introduce inconsistencies or unintended LLM behavior.
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Prompting in the Wild: An Empirical Study of Prompt Evolution in Software Repositories
An empirical study of 1,262 prompt changes across 243 GitHub repositories shows that developers mainly add and modify prompt components during feature development, rarely document the changes, and sometimes introduce inconsistencies or unintended LLM behavior.