AI content workflow

Why Verification Layers Matter More Than Prompt Iteration in a Real Content Workflow: Practical Notes for Builders

This article argues that the critical failure point in AI content systems lies in verification, not draft generation, ensuring the correct version reaches the right surface with its original intent. It emphasizes the importance of robust verification layers and system design to preserve source truth.