Unverified50% confidenceOpinionExact time
Agentic MapReduce 提供可横向扩展的路径，理论上只需增加 Agent 数量即可处理更大规模代码库，无需等待底层模型上下文窗口突破
1
Sources
50%
Confidence
Long-term
Relevance
7/10/2026
First Seen
Sources
Agentic MapReduce：AI Agent 实现全代码库分布式推理的关键架构
rss7/1/2026
Related Claims
UnverifiedCognition（Devin 的开发团队）提出了 Agentic MapReduce 架构，通过多 Agent 协同实现对完整代码库的规模化推理74% similarUnverifiedAgentic MapReduce 架构中 Map 阶段的每个 worker 是具备自主决策能力的智能体，Reduce 阶段需要 Agent 对分散的推理结果进行语义层面的整合与再推理71% similarUnverifiedAgentScope 2.0 supports concurrent execution of multiple tool-calling steps to improve execution efficiency.69% similar
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