Anthropic’s Research feature demonstrates how multi-agent architectures solve problems that single-agent systems fundamentally cannot handle. Their technical breakdown reveals architectural decisions and engineering principles that extend well beyond research applications, offering a blueprint for building reliable multi-agent systems at scale.