<ul data-eligibleForWebStory="false">This guide provides a hands-on roadmap for designing, orchestrating, and scaling AI agents using n8n, a low-code workflow platform.It covers single and multiple agent architectures, with practical examples including agent interactions with external tools, people, and other agents.Examples include agent decision-making, coordinating tasks, context sharing, and memory maintenance across requests and agents.The guide emphasizes modular agent design, practical decision logic, and building production-ready systems using n8n.