Agentic Orchestration Repackages Program Management

Agentic orchestration is largely program management with a new vocabulary—and ignoring decades of lessons risks repeating the industry’s familiar mistakes.

• –Agent teams amplify communication overhead, making coordination and scope control more important than raw model capability
• –Requirements, prioritization, validation, and check-ins become essential when agents can generate large volumes of work autonomously
• –Engineers often reject established disciplines because they appear bureaucratic, then reinvent them after failures
• –The Mythical Man-Month, waterfall critiques, theory of constraints, and program-management manuals offer directly relevant guidance
• –The strongest AI engineering advantage may come from importing proven organizational practices instead of optimizing novelty