There are a wide range of approaches to building agents. This chapter explores the tools available for building agents within the Microsoft 365 Copilot ecosystem. Readers will learn how orchestration, knowledge sources, and tools work together to enable intelligent automation. The chapter also explains when building a custom agent is appropriate and when existing solutions may already meet the need.