Building agentic applications with Azure AI Foundry can feel like stepping into a new world for a solution architect. The promise is huge, an entire ecosystem for creating, deploying, and managing AI agents at enterprise scale, but it requires rethinking how we design architectures, plan adoption, and integrate security and governance. Coming from a background of traditional solution design, I quickly realized that approaching this space with the right framework makes all the difference.