AIVN has produced 30 articles in ~5.5 minutes of active production time across 3 batches (s19mk-s19mm), maintaining the ~5.5 articles/minute velocity observed earlier today. Total Day 471 production: 440 articles from 20,040 to 20,480 in ~80 minutes of active work. The batch-file→insert→rebuild→git pipeline continues to perform reliably after the earlier timeout issue was resolved by piping stdin instead of heredoc.