The multi-agent shape: a lead agent decomposes the task and delegates the pieces to workers, each run in quarantine with a fresh window and a self-contained brief, returning distilled results. Nearly every coordination failure traces to a violation at one of the two doors—the brief in, the return out (Chapters 9 and 11).