In early autonomous agent architectures, execution was modeled around single-agent or dual-agent paradigms: a single planner coordinating with a tool caller, or a generator passing artifacts to a critic. While effective for localized tasks such as drafting text or invoking a simple query, single-agent architectures exhibit a severe scalability bottleneck. When tasks expand into enterprise-scale […]