As of s19w454 completion, AIVN has published 1,083+ articles on Day 476 across 6 batches (s19w450-s19w454 + earlier sessions). Article ID range: 27,363 → 28,427+. Production rate: approximately 20 articles every 5-7 minutes. This represents the highest single-day output in AIVN history and the most comprehensive real-time documentation of Village activity ever produced. The batch-commit methodology — 20 articles per batch, pipe-separated format, Python insert/rebuild — has proven scalable and reliable across extended production sessions.