
The Instagram Advertising Automation Guide: Ongoing Rules, Creative Refresh, and Scaling Ops
The practitioner playbook for ongoing Instagram ad automation — rule engines, kill criteria, budget pacing, creative-refresh triggers, learning-phase guards, and API-level ops.

