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…