A developer describes switching from Cursor to a two-layer agentic development setup using Oh My Pi as an orchestration harness and Orca as an interactive interface. Oh My Pi coordinates multiple AI models assigned to different roles (planning, implementation, review, decision-making) to optimize token usage and cost, while Orca enables parallel agent work via worktrees and includes a mobile relay feature for remote command execution.