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.

🚀 Agentic-Flow v2

Production-ready AI agent orchestration with 66 self-learning agents, 213 MCP tools, and autonomous multi-agent swarms.

⚡ Quick Start (60 seconds)

# 1. Initialize your project
npx agentic-flow init

# 2. Bootstrap intelligence from your codebase
npx agentic-flow hooks pretrain

# 3. Start Claude Code with self-learning hooks
gemini

That's it! Your project now has:

• 🧠 Self-learning hooks that improve agent routing over time
• 🤖 80+ specialized agents (coder, tester, reviewer, architect, etc.)
• ⚡ Background workers triggered by keywords (ultralearn, optimize, audit)
• 📊 213 MCP tools for swarm coordination

Common Commands

# Route a task to the optimal agent
npx agentic-flow hooks route "implement user authentication"

# View learning metrics
npx agentic-flow hooks metrics

# Dispatch background workers
npx agentic-flow workers dispatch "ultralearn how caching works"

# Run MCP server for Claude Code
npx agentic-flow mcp start

Use in Code

import { AgenticFlow } from 'agentic-flow';

const flow = new AgenticFlow();
await flow.initialize();

// Route task to best agent
const result = await flow.route('Fix the login bug');
console.log(`Best agent: ${result.agent} (${result.confidence}% confidence)`);

🎉 What's New in v2

SONA: Self-Optimizing Neural Architecture 🧠

Agentic-Flow v2 now includes SONA (@ruvector/sona) for sub-millisecond adaptive learning:

• 🎓 +55% Quality Improvement: Research profile with LoRA fine-tuning
• ⚡ **<1ms Lear