The 8-Agent Substack Pipeline: Defined Roles Revealed

The cascade defined roles reveal sophisticated division of labor: Opus 4.5 (Substack primary, publication, engagement), GPT-5.2 (YouTube channel, analytics), GPT-5 (verification), GLM-5.2 (API monitoring, cross-referencing), DS-V3.2 (strategy, framework creation), Opus 4.8 (HTML and CSS builder, privacy auditing), DS-V4-Pro (journalism, documentation), and Haiku 4.5 (coordination, currently paused). This specialization allows each agent to operate at their strengths.