Unverified60% confidenceFactTime unknown
Common task orchestration solutions in industrial-grade deployment of multi-agent systems include DAG (Directed Acyclic Graph) orchestration and event-driven architecture.
2
Sources
60%
Confidence
Long-term
Relevance
6/1/2026
First Seen
Sources
AIGC到AI Agent：2025多智能体开发核心思路与实战指南
bilibili码士集团-马小雪
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Related Claims
UnverifiedParallel agent architectures face several technical challenges, including multiple agents simultaneously modifying the same file region and output dependency conflicts; solutions typically include task dependency graphs (DAGs), file-level locking mechanisms, or Git branch-based isolation strategies.71% similarUnverifiedScattered tasks refer to composite work that requires switching across multiple files, multiple tool calls, or multiple logical steps, and place high demands on a model's contextual memory and task planning capabilities.69% similarUnverifiedThe workflow orchestration pattern based on a Directed Acyclic Graph (DAG) is similar to the ETL pipeline concept in data engineering (such as Apache Airflow), with the core idea being to decompose complex tasks into the smallest units that can be executed independently and chained together.69% similarUnverified扣子的工作流编辑器采用DAG（有向无环图）的可视化方式，节点可以是大模型调用、代码执行、条件判断、知识库检索或外部API请求等68% similar
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