Determine whether documentation consultation predicts subsequent code editing

Determine whether consultation of repository-local documentation by autonomous coding agents is associated with subsequent code editing after accounting for development stage and other trajectory-level confounders.

Background

The study compares documentation consultations with subsequent actions using both unadjusted three-event lift estimates and a stage-adjusted logistic GEE. The unadjusted association between consultation and code editing is essentially absent, whereas the adjusted odds ratio is above unity, indicating that the observed relationship depends on the analytical specification.

Because the two analyses yield different conclusions, the paper does not establish whether reading documentation genuinely leads to code modification. Resolving this issue would clarify whether the commonly assumed read-to-code mechanism exists in agentic software development.