Across four CI services and 16 LLMs, exact reproduction of reference configs stays below 3.2%, while schema validity (about 71%) trails parse rate (97%), showing similarity and usability are different objectives.
An empirical study of the long duration of continuous integration builds,
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Doc2CI: A Multi-Service Study of CI Configuration Generation Using Large Language Models
Across four CI services and 16 LLMs, exact reproduction of reference configs stays below 3.2%, while schema validity (about 71%) trails parse rate (97%), showing similarity and usability are different objectives.