Methodology deep-dive
The autoresearch pipeline in detail. Five layers — Source (video notes), Synthesis (themes, people, eighteen concepts), Evidence (claims ledger plus evidence packs), Manuscript (chapter packets and drafts), and a Research-Org control plane that schedules bounded agent passes — pinned to the actual repo directories that hold them. The diagram surfaces what is usually invisible behind 'we used AI to write this.'