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← AI-103 overview

Azure AI Apps and Agents Developer Associate / STUDY TOOLS

Exam coverage map

AI-103 is the current Apps and Agents Developer path. AI-102 retired in June 2026; this guide follows the newer Foundry and agent objectives.

Published objectives

Objective Revision topic
Plan/select · Models, services, retrieval, memory and tools 01 AI Models, Workloads and Responsible Use, 04 RAG, Agents and Production Integration
Plan/deploy · Infrastructure, deployments and CI/CD 02 Foundry Projects, Prompts and Lightweight Clients, 04 RAG, Agents and Production Integration
Plan/operate · Quota, cost, monitoring and identity/network security 04 RAG, Agents and Production Integration, 05 AI Evaluation, Safety and Observability
Plan/responsibility · Safety, evaluation, audit and oversight 01 AI Models, Workloads and Responsible Use, 05 AI Evaluation, Safety and Observability
Build/apps · Model consumption, RAG, workflows and SDK integration 02 Foundry Projects, Prompts and Lightweight Clients, 04 RAG, Agents and Production Integration
Build/agents · Tool schemas, memory, multi-agent orchestration and safeguards 04 RAG, Agents and Production Integration
Build/optimise · Parameters, reflection loops, tracing and hybrid rules 04 RAG, Agents and Production Integration, 05 AI Evaluation, Safety and Observability
Vision/generate · Image/video generation and editing 06 Multimodal Generation and Extraction Pipelines
Vision/understand · Captions, grounded visual Q&A and video processing 03 Text, Speech, Vision and Content Understanding, 06 Multimodal Generation and Extraction Pipelines
Vision/safety · Visual filtering, embedded injection and policy 05 AI Evaluation, Safety and Observability, 06 Multimodal Generation and Extraction Pipelines
Text · Entities, summarisation, translation, structured output and speech 03 Text, Speech, Vision and Content Understanding, 06 Multimodal Generation and Extraction Pipelines
Extraction · Search, enrichment, OCR, layout and Content Understanding 04 RAG, Agents and Production Integration, 06 Multimodal Generation and Extraction Pipelines

Search across every published topic.