Multi-Agent Architecture

Multi-agent systems let you break beyond the single-context limit. A supervisor agent routes subtasks to specialist sub-agents — one scrapes the web, another runs code, a third writes the final report. The challenge is orchestration: preventing cascading hallucinations, managing partial failures, and designing schemas that survive agent handoffs at scale.