This post builds a seven-agent investment committee using Claude models and live YFinance/Exa data to manage a $10M equity portfolio.

The same agents are orchestrated through five architectures—route, broadcast, coordinate, tasks, and workflow—each targeting a different decision type. Orchestration pattern materially changes output quality and decision depth.