使用 Deep Agents 进行上下文工程：如何记得住而不必把一切都放在上下文中

Context Engineering with Deep Agents: How To Remember Without Keeping Everything In Context

Deep Agents uses five techniques—offloading, summarization, skills, subagents, and long-term memory—to move context out of the active window, preventing 'context rot' and allowing the model to focus on the most relevant information for each task.