Unverified50% confidenceFactExact time
LangGraph、Prefect、Temporal 等框架遵循 DAG 式编排范式，其局限在于图结构静态、Agent无法基于经验自主修改执行路径
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
8/7/2026
First Seen
Valid until: 11/5/2026
Sources
Related Claims
VerifiedLangGraph is based on the directed graph (DAG) concept, supports cyclic execution, conditional routing, and state persistence, and is suitable for building complex Agents with multi-step reasoning.76% similarUnverifiedLangGraph以有向无环图（DAG）方式定义Agent之间的数据流与控制流，支持条件分支、循环迭代和状态持久化75% similarUnverifiedLangGraph 并非严格的 DAG，而是允许存在循环边的有向图，通过状态条件控制循环终止75% similarUnverifiedLangGraph通过引入条件边和循环节点突破DAG限制，并用类型化的State对象替代隐式全局状态74% similarVerifiedLangGraph adopts a directed cyclic graph structure that allows loops to form between nodes, distinguishing it from the directed acyclic graphs (DAGs) used in traditional workflow orchestration.73% similar
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