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Microsoft

Build AI Apps Fast with GitHub and Microsoft Foundry in Action

Microsoft via YouTube

Overview

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Learn to accelerate AI application development using GitHub and Microsoft Foundry in this 45-minute conference session from Microsoft Ignite 2025. Explore Microsoft's integrated platform for building, customizing, and deploying intelligent applications at scale, with speakers Kate Catlin and Facundo Santiago guiding IT professionals through the complete AI app development lifecycle from experimentation to production deployment. Discover how to leverage Foundry's orchestration, security, and governance capabilities while transitioning from retrieval-augmented generation (RAG) to proactive agentic AI systems. Watch demonstrations of the AI Toolkit integrating GitHub, Microsoft Foundry, and Agent Framework, including practical experiments for classifying bug reports using GitHub Actions and AI models. Understand modular agent design principles for scalability and maintainability, learn to address tool selection challenges in multi-agent systems, and avoid monolithic design patterns through multi-agent architectures. Master building multi-agent workflows with conditional transitions, efficient packaging and deployment of agents using ACD, and gain insights into creating robust multi-agent systems with Azure Foundry for enterprise-scale AI applications.

Syllabus

0:00 - From retrieval-augmented generation RAG to proactive agentic AI
00:08:43 - Demo of AI Toolkit integrating GitHub, Microsoft Foundry, and Agent Framework
00:11:07 - Experiment to classify bug reports using a GitHub Action and AI model
00:20:39 - Fecundo explains modular agent design for scalability and maintainability
00:21:52 - Tool Selection Challenges in Multi-Agent Systems
00:23:21 - Avoiding Monolithic Design through Multi-Agent Architectures
00:26:08 - Building the Multi-Agent Workflow with Conditional Transitions
00:36:25 - Packaging and Deploying Agents Efficiently with ACD
00:44:41 - Conclusion and Call to Action: Build Multi-Agent Systems with Azure Foundry

Taught by

Microsoft Ignite

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