Unverified50% confidenceSolutionExact time
Agentic 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
1
Sources
50%
Confidence
Long-term
Relevance
7/11/2026
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81% similarUnverifiedIn a layered agent architecture, the top-level Orchestrator Agent is responsible for task decomposition and decision-making, while the bottom-level Worker Agent is responsible for specific code generation and test execution, representing the best practice for AI application engineering.78% similarVerifiedAgent 的核心架构通常由「感知-推理-行动」循环构成76% similar
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