Microsoft ships Agent Framework 1.0 but Azure's agent stack still spans too many surfaces while Google and AWS offer cleaner developer paths.

The primary condition for use is the technical readiness of an organization’s hardware and sandbox environment.

在框架层面，DeerFlow 2.0已经整合子智能体调度、长期记忆、隔离沙箱执行环境、可扩展技能与工具等关键模块，形成了一套完整、成熟的智能体运行能力体系。