The author proposes an AI writing pipeline: write detailed instructions, show positive and negative examples, attach the full text of the best work, use a cheap open-source model to generate multiple drafts, use a high-thinking-level judge from another lab to select or merge them according to a rubric, use another judge to run one or two rounds of review-and-edit, and keep a human final check.