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One Open Source Project a Day (No. 55): RuFlo - A Multi-Agent Orchestration Engine for the AI Swarm Era

DEV Community·WonderLab·29 days ago
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Introduction "From Chat to Agents, from Agents to Swarms." This is the No.55 article in the "One Open Source Project a Day" series. Today, we are exploring RuFlo (formerly known as Claude-Flow). If the project we introduced in the last issue, cmux , provided developers with a "control room" to monitor AI, then RuFlo is the "central dispatch system" behind that control room. When dealing with complex, large-scale engineering tasks, a single language model can easily suffer from hallucinations due to context overflow. RuFlo solves this by building a hierarchical, self-optimizing "Agent Swarm," where agents with different roles (such as Architects, Security Officers, and Coders) collaborate in real-time across machines and organizational boundaries. What You Will Learn What "Multi-Agent Orchestration" is and why it matters. How RuFlo achieves vector retrieval thousands of times faster than traditional search via AgentDB. The SPARC Methodology: Five standardized phases of AI-driven development.…

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