YieldFlow - AI-Powered Yield Optimization

AI-Driven Intelligent Yield Optimization on Monad Blockchain

Features • Architecture • Quick Start • Documentation • License

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Overview

YieldFlow is an AI-powered yield optimization platform built on Monad blockchain. It automatically manages user funds across multiple DeFi protocols to maximize returns while minimizing risks through intelligent AI agents.

Track: Agent-native Payments

Competition: Rebel in Paradise AI Hackathon 2026

Features

• AI-Driven Decisions: LangChain + LLM powered investment decisions
• Multi-Protocol Integration: Aave, Compound, Uniswap, Curve support
• Risk-Aware Optimization: Real-time risk assessment and alerts
• Monad Native: Leverage 10,000 TPS for instant rebalancing
• Transparent AI: Explainable investment decisions
• Non-Custodial: Users control their funds at all times

Architecture

┌─────────────────────────────────────────────────────────┐
│                    YieldFlow System                     │
├─────────────────────────────────────────────────────────┤
│  Frontend (React + wagmi)                               │
│    ├── Dashboard                                        │
│    ├── Deposit/Withdraw                                 │
│    └── Analytics                                        │
├─────────────────────────────────────────────────────────┤
│  AI Agent Layer (LangChain + Python)                    │
│    ├── DataCollectorAgent                               │
│    ├── AnalysisAgent                                    │
│    ├── DecisionAgent                                    │
│    ├── ExecutionAgent                                   │
│    └── MonitorAgent                                     │
├─────────────────────────────────────────────────────────┤
│  Smart Contracts (Solidity)                             │
│    ├── YieldVault (ERC4626)                             │
│    ├── StrategyManager                                  │
│    └── AgentController                                  │
├─────────────────────────────────────────────────────────┤
│  Monad Blockchain (10,000 TPS)                          │
└─────────────────────────────────────────────────────────┘

Quick Start

Prerequisites

• Node.js >= 18
• Python >= 3.10
• Git

Installation

# Clone the repository
git clone https://github.com/anbeime/agent-pay.git
cd agent-pay

# Install dependencies
npm install

# Install Python dependencies
pip install -r requirements.txt

# Copy environment variables
cp .env.example .env

Run Frontend

npm run dev

Run AI Agent

python src/agent/yieldflow_agent.py

Deploy Contracts

npx hardhat compile
npx hardhat run scripts/deploy.js --network monad

Project Structure

yieldflow/
├── src/
│   ├── frontend/           # React frontend
│   │   ├── App.jsx
│   │   ├── Dashboard.jsx
│   │   └── main.css
│   ├── agent/              # AI Agent
│   │   └── yieldflow_agent.py
│   └── contracts/          # Smart contracts
│       ├── YieldVault.sol
│       ├── StrategyManager.sol
│       └── AgentController.sol
├── docs/                   # Documentation
├── tests/                  # Test suite
├── scripts/                # Deploy scripts
└── output/                 # Build output

Smart Contracts

YieldVault

• ERC4626 compliant vault
• Multi-strategy support
• Auto-rebalancing
• Yield distribution

StrategyManager

• Strategy registration
• Allocation management
• Risk score tracking

AgentController

• AI agent authorization
• Operation validation
• Safety limits

AI Agent

The AI Agent system consists of 5 collaborative agents:

1. DataCollectorAgent: Gathers protocol data, prices, TVL
2. AnalysisAgent: Calculates risk-adjusted yields, predicts trends
3. DecisionAgent: Makes allocation decisions based on user profile
4. ExecutionAgent: Executes on-chain with gas optimization
5. MonitorAgent: 24/7 position monitoring and alerts

Documentation

• Project Proposal
• Technical Documentation
• System Architecture
• Track Analysis

Tech Stack

Layer	Technology
Blockchain	Monad
Smart Contracts	Solidity, Hardhat, OpenZeppelin
AI Agent	LangChain, Zhipu GLM-4
Frontend	React, wagmi, viem
Data	Zilliz Milvus

License

MIT License - see LICENSE for details.

Contact

• Email: team@yieldflow.io
• GitHub: https://github.com/anbeime/agent-pay
• Discord: https://discord.gg/yieldflow

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Built with ❤️ for Rebel in Paradise AI Hackathon 2026