CrewAI

Featured: Production-ready multi-agent systems architecture and best practices — Introduction You’ve built a multi-agent system that works beautifully in development. Your agents collaborate seamlessly, handle complex workflows, and deliver impressive results. Then you deploy to production, and reality hits: agents timeout, context windows explode, costs spiral out of control, and error handling becomes a nightmare.