Learning Objectives

After completing this chapter, participants will be able to:

• Understand why governance becomes more important when using AI.
• Establish organization-wide standards for AI-assisted development.
• Build and maintain a shared skill ecosystem.
• Scale front-end development across teams without sacrificing consistency.
• Govern MCP tools and AI agents safely.
• Transform architecture into an organizational asset.