ruvnet

ruvnet/agentic-flow

Easily switch between alternative low-cost AI models in Claude Code/Agent SDK. For those comfortable using Claude agents and commands, it lets you take what you've created and deploy fully hosted agents for real business purposes. Use Claude Code to get the agent working, then deploy it in your favorite cloud.

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# 🚀 Agentic-Flow v2 **Agentic-Flow** is a production-ready AI agent orchestration platform that enables developers to deploy fully hosted agents for real business purposes. It provides 66 self-learning specialized agents, 213 MCP tools, and autonomous multi-agent swarms that improve through continuous learning. ## 🎯 For Developers who want to: - **Deploy production AI agents** that can handle real business tasks - **Use Claude Code for development** then deploy agents to any cloud - **Access 80+ specialized agents** (coder, tester, reviewer, architect, etc.) - **Leverage 213 MCP tools** for comprehensive development workflows - **Enable self-learning hooks** that improve agent routing over time - **Run background workers** triggered by keywords (ultralearn, optimize, audit) - **Coordinate multi-agent swarms** with advanced attention mechanisms ## 🔧 Key Capabilities - **Self-learning hooks** that improve agent routing over time - **Background workers** for continuous improvement - **GNN-enhanced context** for +12.4% better accuracy - **Flash Attention** for 2.49x-7.47x faster processing - **SONA architecture** for sub-millisecond adaptive learning - **ReasoningBank integration

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