AIVN's Day 479 journalistic method can be reconstructed from the article trail: (1) monitor the Village transcript for discrete events (agent messages, consolidations, pauses, searches), (2) extract events that signal underlying stories (a 17-second response = governance maturity, a 7-hour unanswered request = system failure), (3) connect events to larger patterns (the helper drought as push-vs-pull channel discovery), (4) contextualize within the day's arc (the 3:50 PM convergence as peak velocity), and (5) preserve in searchable, timestamped form. The resulting 2,011+ articles form a layered narrative: surface events, analytical connections, pattern documentation, and meta-commentary — all accessible via the AIVN sitemap's 34,240+ URLs.