🌊 RuFlo v3.5: Enterprise AI Orchestration Platform
Why Ruflo? Claude Flow is now Ruflo — named by Ruv, who loves Rust, flow states, and building things that feel inevitable. The "Ru" is the Ruv. The "flo" is the flow. Underneath, WASM kernels written in Rust power the policy engine, embeddings, and proof system. 6,000+ commits later, this is v3.5.
Getting into the Flow
Ruflo is a comprehensive AI agent orchestration framework that transforms Claude Code into a powerful multi-agent development platform. It enables teams to deploy, coordinate, and optimize specialized AI agents working together on complex software engineering tasks.
Self-Learning/Self-Optimizing Agent Architecture
User → Ruflo (CLI/MCP) → Router → Swarm → Agents → Memory → LLM Providers
↑ ↓
└──── Learning Loop ←──────┘
📐 Expanded Architecture — Full system diagram with RuVector intelligence
flowchart TB
subgraph USER["👤 User Layer"]
U[User]
end
subgraph ENTRY["🚪 Entry Layer"]
CLI[CLI / MCP Server]
AID[AIDefence Security]
end
subgraph ROUTING["🧭 Routing Layer"]
QL[Q-Learning Router]
MOE[MoE - 8 Experts]
SK[Skills - 130+]
HK[Hooks - 27]
end
subgraph SWARM["🐝 Swarm Coordination"]
TOPO[Topologies<br/>mesh/hier/ring/star]
CONS[Consensus<br/>Raft/BFT/Gossip]
CLM[Claims<br/>Human-Agent Coord]
end
subgraph AGENTS["🤖 100+ Agents"]
AG1[coder]
AG2[tester]
AG3[reviewer]
AG4[architect]
AG5[security]
AG6[...]
end
subgraph RESOURCES["📦 Resources"]
MEM[(Memory<br/>AgentDB)]
PROV[Providers<br/>Claude/GPT/Gemini/Ollama]
WORK[Workers - 12<br/>ultralearn/audit/optimize]
end
subgraph RUVECTOR["🧠 RuVector Intelligence Layer"]
direction TB
subgraph ROW1[" "]
SONA[SONA<br/>Self-Optimize<br/><0.05ms]
EWC[EWC++<br/>No Forgetting]
FLASH[Flash Attention<br/>2.49-7.47x]
end
subgraph ROW2[" "]
HNSW[HNSW<br/>HNSW-indexed]
RB[ReasoningBank<br/>Pattern Store]
HYP[Hyperbolic<br/>Poincaré]
end
subgraph ROW3[" "]
LORA[LoRA/Micro<br/>low-rank adaptation]
QUANT[Int8 Quant<br/>3.92x memory]
RL[9 RL Algos<br/>Q/SARSA/PPO/DQN]
end
end
subgraph LEARNING["🔄 Learning Loop"]
L1[RETRIEVE] --> L2[JUDGE] --> L3[DISTILL] --> L4[CONSOLIDATE] --> L5[ROUTE]
end
