Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) exam experiences — real pass & fail outcomes | CertSafari

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Passed

Aug 2026

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Heavy on the exam

Python Coding

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Experience & advice

There are a lot of Python Coding questions in real exam. Document Intelligence is another big part, with a lot of tricky questions. CertSafari questions are good for general preparation and they allowed me to pass, but it should be your only source for preparation.