When Image Models Break: The Expensive Mistakes Teams Keep Repeating

The product shipped, the demo dazzled, and in two sprints everything unraveled. Prompts that worked in staging produced garbage under load, training runs ate budgets, and suddenly the "magic" was an expensive maintenance problem. This is not a cautio...