Most AI applications break in production not because the model fails, but because the workflow around it is brittle. In this workshop, Jide Abdul Qudus breaks down the three most common AI workflow failure modes — inconsistent outputs, silent failures, and uncontrolled costs — and shows you how to engineer around each one using patterns you can apply immediately. The session closes with a live multi-agent email class