跳到主要内容Skip to main content

长时任务Long-running Task

Long-running Task

  • 智能体Agents
  • 第三站 · 用深Station 3 · Going Deeper
解决什么问题What problem it solves

跑几小时甚至几天、跨多个上下文的复杂工作。Work running for hours or days across many contexts.

这是什么What it is

超出单次上下文或单次会话时长的任务,需要外部存储进度、阶段性恢复。

Tasks exceeding a single context window or session, requiring external progress storage and staged resumption.

为什么需要知道Why it matters

这是 Agent 能力的天花板所在。宣称能跑长任务的框架,值得重点核实它怎么存进度。This is the ceiling on agent capability. For a framework claiming long-running tasks, check how it stores progress.

出处Sources
  • Hermes 的学习闭环Hermes learning loop ↗
  • Deep Agents 长任务设计Deep Agents long-task design ↗