Architect

Oct 7, 2026 · Artificial Intelligence

Hierarchical Multi-Agent Architecture: Delegating Control When One Supervisor Isn't Enough

This article explains how hierarchical multi-agent architecture solves the single-supervisor bottleneck by delegating control to intermediate layers that manage local closed loops, using structured task packages downward and decision packages upward, with concrete examples from model evaluation and analysis of trade-offs like constraint dilution and retry multiplication.