Overview
One long-running agent accumulates context and carries the same assumptions through planning, implementation, and review. This can reduce both focus and independence. Specialization keeps each stage closer to a clean context and aligns the agent's prompt with one objective.
A lean pipeline also improves maintainability. Rather than creating many artificial executive roles and layers of delegation, it separates only the functions that benefit from different contexts, tools, or incentives.