Exam fidelity: Microsoft does not publish a fixed live question count or guarantee a question-type mix for AZ-900. This lane contains only multiple-choice and multiple-response exam-style practice; no supplemental matching, ordering, or case-study exercises were needed. Practice percentages do not reproduce Microsoft's scaled scoring, and difficulty labels describe this site's Fundamentals-level scenario complexity rather than a Microsoft-published question rating.