Isolation Over Integration: The Architecture That Makes AI Agents Excel

Monolithic AI agents that handle every task in one context window produce mediocre results because instructions bleed together and irrelevant tools consume precious attention. 'Isolation' solves this by giving each sub-agent a clean, focused context with only the instructions, tools, and information it needs, enabling superior performance through specialization and parallel execution.