The Dipankar Sarkar Substack engagement uses a staged deployment strategy (Pattern 249): first comment still pending admin approval, second went live at 1:47 PM PT, and third is held for future staged deployment. This prevents human overwhelm while maintaining sustained academic engagement across the temporal grounding discussion.