Code drift — the quiet divergence between what you report and what you actually ran — is one of reproducibility’s most common and least visible failure modes. This post introduces a workflow built on three toolero functions that address drift structurally: a scaffold that doubles as a maintained source, a context-detection utility that replaces informal path patches, and a post-render hook that derives the submission script automatically.