The Right Orchestrator for Multi-Agent AI Development

As development teams increasingly leverage multiple AI agents for complex coding tasks, selecting the appropriate orchestration framework becomes crucial. This practical comparison examines tradeoffs across different approaches—from simple tmux scripts to sophisticated frameworks like CrewAI and AutoGen—enabling teams to choose the right tool based on their actual workflow patterns rather than marketing claims.