Specialization

Specialization is the design principle of configuring each agent in a multi-agent system to excel at a narrow category of tasks — such as code generation, web research, or structured data extraction — rather than attempting everything with a single general agent. Specialized agents can be tuned with targeted system prompts, given only the tools they need, and evaluated on a focused benchmark. Specialization improves quality and cost efficiency but requires more upfront system design.