Adding Guardrails, Not Upgrades: How Constraint Design Saved AI Product Automation

When AI systems fail, upgrading capabilities isn't always the answer. This story shows how adding three constraints—required images, mockup polling, and human review gates—succeeded where better AI would have failed. The key lesson: AI cannot reliably generate text in images, making human verification essential before production deployment.