1. First Principles of AI Apps and Agents on Azure

Before any SDK call or service name, you need four mental models: why Azure reorganized everything around a platform instead of services, what an agent really is, how grounding gives a model your data without retraining it, and the decision filters that let you route any scenario to the right answer. Get these right and most of the exam becomes deduction rather than recall.