Companies are hiring senior engineers to define multi-agent patterns, tool contracts, handoff logic, context management, permissions, auditability, and evaluation frameworks. These requirements suggest teams struggle to move agent workflows from prototypes into reliable enterprise production environments without custom orchestration and governance infrastructure.