AI-103 — Microsoft Azure AI Apps and Agents Developer Associate Official Resources

Official AI-103 scope and assessment

Start with the Microsoft AI-103 study guide . The exam is Developing AI Apps and Agents on Azure, leading to Microsoft Certified: Azure AI Apps and Agents Developer Associate. The guide lists the domain weights and skills measured from April 16, 2026. Sources checked September 12, 2026.

The certification page provides scheduling, the practice-assessment route, and the exam sandbox. Microsoft allocates 120 minutes and notes that interactive components may appear; this page does not promise a fixed question count.

IT Mastery’s 50-question timed-practice setting and public sample are independent practice formats, not the official exam’s question count.

Use documentation that matches the implementation

An older example may use a different API surface. Current Foundry runtime documentation describes agents, conversations, and responses; classic threads/runs examples need their matching API and SDK. Check that context before adapting code.

Connect documentation to practice

Use IT Mastery AI-103 practice to find gaps, then reproduce a small workflow from the appropriate official documentation. Check deployment and endpoint settings, credentials, tool permissions, input/output contracts, and observable failure evidence.

Keep the public study guide as the scope reference. Use unfamiliar scenarios and hands-on results to assess learning; independent practice questions and scores do not guarantee a Microsoft exam result.