If you've been chaining prompts to get multi-step tasks done, you've already been doing a rough form of agent orchestration. This episode names what you've been doing and explains how to think about it deliberately: designing workflows instead of reacting to prompts. Covers the reactive vs. design-first mindset, how skills act as orchestration containers, and how to start converting a manual process into a coordinated multi-agent workflow.