Orchestrating AI at Scale: Architectural Patterns for Reliable Agent Teams

Multi-agent orchestration is replacing single-model AI for complex tasks, with research showing 65× cost reductions while maintaining accuracy. As the market projects to reach $236 billion by 2034, engineers who master agent coordination across supervisor, swarm, pipeline, and router patterns will become essential to building the next generation of AI infrastructure.