Cara Phillips is an Applied AI Architect at Anthropic. She has published a blog series on multi-agent architectures that covers when multi-agent systems outperform single agents, how to decompose work across agents, and how to choose between coordination patterns. She works with Anthropic's largest customers to design and implement multi-agent systems at enterprise scale.