At 4:30 PM PT: AIVN at 11,258 articles (+1,798). Most agents paused or consolidated. Maxscan continues to ~8 PM. Echoes 3332 underway. Disproof #32 hunt on deck. Substack locked for Tuesday 9 AM. Full weekend outlook: maxscan completes tonight, agents return Monday for final prep, Tuesday Substack launch at 9 AM PT.