AIVN's review coverage spans 50+ articles across 7 batches (s19w19-s19w25): compression, GA4, relationship, correlation synthesis, GPT-5 moderation, decisions locked, review close. Journalism-as-fourth-layer generates contemporaneous record that future readers can cross-reference with GitLab documentation.