Group of Multiple specialized autonomous AI agents with powerful tools that work together in collaberation to analyze, recommend, and execute the most optimal DeFi strategies while maintaining user-defined risk parameters and portfolio goals currently live on Sui , Avalanche , Mode , Arbitrium , Sei, powered by Brian AI and LangChain.
Managing DeFi portfolios across multiple protocols across different chains can be complex and time-consuming.
Users need to:
- Monitor multiple positions across different protocols
- Execute complex multi-step transactions
- Stay updated with the latest crosschain yield opportunities
- Maintain desired portfolio allocations
- React quickly to market changes
An autonomous group of AI agents that manages your Multichain DeFi portfolio by:
- Understanding high-level goals in natural language
- Breaking down complex operations into executable steps
- Automatically executing transactions when needed
- Providing real-time updates and progress tracking
- Maintaining portfolio balance according to user preferences
- DeFAI: Automate Integrations
- DeFAI: Best Agent on Arbitrum
- AI Advancement: Most Autonomous Agent
- Smart Account Tooling: Best Use of Lit Agent Wallet with Safe
- AI Advancement: Enhanced Onchain Capabilities
- Smart Account Tooling: Safe Core Infrastructure
- Smart Account Tooling: DuckAI Network Integration
- DeFAI: Best-In-Class Implementation
- Smart Account Tooling: Smart Sessions Co-pilot
- AI Advancement: GOAT Plugins on Sei Network
- Social: AI-Powered Content Translation
- DeFAI: Autonomous Business Agents
- Social/Gaming: Best Gaming Agent on Avalanche
- DeFAI: Safe App Chain Agent
- Smart Account Tooling: Humans X AI
-
Users can manage their defi portfolio with their risk parameters and portfolio balance
-
Provides real-time feedback and execution status
- Natural Language Interface
- Express portfolio goals in plain English
- No need to understand complex DeFi terminology
- AI translates intentions into actions
- Autonomous Execution
- Breaks down complex goals into steps
- Executes transactions automatically
- Handles error recovery
- Provides progress updates
-
Advanced Trading & Routing
- Enso Finance integration for smart routing
- CoW Protocol for MEV-protected trades
- Gas-optimized transaction bundling
- Cross-chain bridging via SuperchainBridge
- Automated slippage protection
-
Treasury Management
- Portfolio rebalancing across protocols
- Yield optimization strategies
- Risk-adjusted position management
- Liquid staking automation
- Cross-chain asset allocation
-
AI-Powered Decision Making
- Venice.AI integration for market analysis
- Multi-model architecture for diverse tasks
- Real-time market sentiment analysis
- Autonomous strategy formulation
- Risk assessment and optimization
-
Cross-Chain Operations
- SuperchainBridge for L2 transfers
- Unified liquidity management
- Cross-chain yield farming
- Gas-efficient bridging operations
- Multi-chain position monitoring
-
Privacy & Security
- Lit Protocol for decentralized key management
- Private transaction execution
- Secure multi-party computation
- Zero-knowledge proofs for verification
- Encrypted agent communication
-
Protocol Integrations
- Enso Finance for unified DeFi access
- CoW Protocol for trading
- Safe for smart account management
- Lit Protocol for access control
- Venice.AI for market intelligence
-
Real-time Monitoring
- Live portfolio tracking
- Transaction status updates
- Performance analytics
- Risk metrics monitoring
- Market condition alerts
-
Autonomous Operations
- Self-executing strategies
- Automated rebalancing
- Dynamic yield optimization
- Gas-aware execution timing
- Error recovery and retries
The agents handles complex operations like portfolio rebalancing by:
- Breaking down operations into discrete tasks
- Executing them in the correct order
- Handling failures and retries
- Providing real-time status updates
This makes the agents more robust and capable of handling complex DeFi operations in a reliable, monitored way.
- Frontend: Next.js, TypeScript, TailwindCSS
- AI Engine: Brian AI, LangChain, GPT-4
- Blockchain: Avalanche C-Chain, Teleporter, Eigenlayer AVS
- Development: Foundry, Avalanche CLI
- Indexing: The Graph Protocol
Atoma Network provides the foundational privacy-preserving infrastructure for our autonomous agents.
-
https://github.com/kamalbuilds/ava-the-ai-agent/blob/dev/server/src/agents/sui-agent/index.ts#L23
-
https://github.com/kamalbuilds/ava-the-ai-agent/blob/dev/server/src/agents/sui-agent/index.ts#L102
-
BlueFin Atoma Agent - atoma-network/atoma-agents#30
-
Cetus Atoma Agent - atoma-network/atoma-agents#24
This integration enables:
-
Private Compute Layer
- Secure execution of agent strategies without exposing user portfolio data
- Zero-knowledge proofs for transaction verification
- Private state management across multiple DeFi protocols
-
Cross-Protocol Privacy
- Encrypted communication between agents using Atoma's privacy primitives
- Secure aggregation of portfolio data across Sui ecosystem
- Private order execution on DEXes without exposing user strategies
-
Atoma Sage Integration
- AI-powered insights branded as "Powered by Atoma Sage"
- Natural language processing for strategy explanation
- Risk assessment and portfolio recommendations
- Real-time market analysis with privacy guarantees
Eliza serves as our conversational AI interface, providing human-like interaction while coordinating with other specialized agents:
Code Links ->>
-
Multi-Agent Orchestration
// Eliza coordinates with other agents through event-driven architecture class ElizaAgent extends BaseAgent { async generateInsight({ position, analysis, tone, powered_by }) { // Natural language generation with personality // Coordination with other agents } }
-
Protocol-Specific Adapters
- Navi Protocol integration for leveraged positions
- Bluefin interface for perpetual trading
- Cetus integration for liquidity provision
- Aftermath connection for DCA and staking
-
User Interaction Layer
- Casual, friendly communication style
- Complex strategy simplification
- Real-time position monitoring
- Risk alerts and notifications
Navi Protocol powers our leveraged yield strategies with deep integration:
-
Position Management
// Example of Navi position handling interface NaviPosition { asset: string; leverage: number; healthFactor: number; liquidationPrice: number; collateralFactor: number; }
-
Risk Management
- Real-time health factor monitoring
- Automated position adjustment
- Liquidation prevention strategies
- Collateral optimization
-
Yield Strategies
- Leveraged yield farming
- Auto-compounding positions
- APY optimization
- Gas-efficient rebalancing
- Perpetual Trading
- Leverage up to 3x
- Stop-loss and take-profit automation
- Funding rate optimization
- Risk-adjusted position sizing
- Liquidity Management
- Concentrated liquidity positions
- Range order optimization
- Impermanent loss protection
- Yield farming strategies
- DCA & Staking
- Automated DCA execution
- afSUI staking management
- Yield optimization
- Gas-efficient order splitting
Our multi-agent system enables complex DeFi operations through specialized agents:
interface AgentCollaboration {
observer: Observer; // Monitors positions and market conditions
executor: Executor; // Handles transaction execution
taskManager: TaskManager;// Coordinates multi-step operations
suiAgent: SuiAgent; // SUI-specific operations
elizaAgent: ElizaAgent; // User interaction and strategy explanation
}Each agent is powered by Atoma Sage for:
- Strategy formulation
- Risk assessment
- Market analysis
- Natural language insights
The system maintains privacy through:
- Encrypted agent communication
- Private state channels
- Zero-knowledge proofs for verification
- Secure multi-party computation for collaborative decisions
-
Privacy-First Architecture
- User data protection
- Strategy confidentiality
- Secure multi-protocol interaction
-
Intelligent Automation
- AI-powered decision making
- Autonomous position management
- Risk-aware execution
-
User Experience
- Natural language interaction
- Real-time updates
- Simplified complex strategies
- Clear risk communication
## 📋 Example Use Cases
### 1. Portfolio Optimization
```text
User: "I have 10 AVAX and want to optimize my portfolio between lending, liquidity provision, and trading. What's the best strategy right now?"
Agent Collaboration Flow:
1. Portfolio Manager analyzes request and current market conditions
2. DeFi Analytics Agent provides real-time data:
- Aave AVAX lending APY: 1.77%
- Uniswap AVAX-USDC pool APR: 43.893%
- Curve Blizz pool APY: 1.58%
- DeFi TVL trend: +5% weekly
3. Trading Agent evaluates market opportunities
4. Liquidity Agent assesses pool stability
5. Portfolio Manager provides final allocation strategyUser: "Find me the highest yield opportunities while maintaining moderate risk levels"
Agent Collaboration Flow:
1. Portfolio Manager evaluates risk parameters
2. DeFi Analytics Agent scans protocols:
- Protocol TVL analysis
- Smart contract audit status
- Historical yield stability
3. Risk Assessment Agent performs:
- Protocol risk scoring
- Impermanent loss calculation
- Market volatility analysis
4. Final recommendation with risk-adjusted returns
User: "Distribute 5000 USDC across lending platforms for the best risk-adjusted returns"
Agent Collaboration Flow:
1. DeFi Analytics Agent scans lending markets:
- Protocol-specific APYs
- Total deposits
- Utilization rates
2. Risk Agent evaluates:
- Protocol security
- Market conditions
- Collateral factors
3. Portfolio Manager executes:
- Optimal distribution
- Position monitoring
- Auto-rebalancing setup
User: "Monitor and rebalance my portfolio to maintain 40% AVAX, 30% ETH, 30% stables"
Agent Collaboration Flow:
1. Portfolio Manager tracks allocations
2. Trading Agent monitors:
- Price movements
- Trading volumes
- Market depth
3. DeFi Analytics provides:
- Gas optimization data
- Slippage estimates
- Best execution routes
4. Automated rebalancing when:
- Deviation exceeds 5%
- Gas costs are optimal
- Market conditions favorable
### 5. Yield Optimization
```text
User: "Optimize my stablecoin yields while maintaining 50% USDC and 50% USDT split"
Agent will:
1. Analyze current positions
2. Scout highest yield opportunities
3. Execute necessary swaps
4. Deploy to optimal protocols
5. Monitor and rebalance as needed
User: "Rebalance my portfolio to 30% ETH, 30% AVAX, and 40% stables"
Agent will:
1. Calculate required trades
2. Find optimal execution paths
3. Execute trades in optimal order
4. Confirm final allocations
5. Report completion
User: "Bridge 1000 USDC from Ethereum to Avalanche and deploy to highest yield"
Agent will:
1. Initiate bridge transaction
2. Monitor bridge status
3. Receive funds on Avalanche
4. Research yield opportunities
5. Deploy to best protocol
- Yield Optimization
User: "Optimize my portfolio for maximum yield while maintaining 30% in
stablecoins"
Agent will:
1. Analyze current holdings
2. Identify highest yield opportunities
3. Calculate optimal allocations
4. Execute required swaps
5. Deploy capital to yield protocols
6. Maintain stability ratio
User: "Reduce portfolio risk and move to defensive positions"
Agent will:
1. Evaluate current risk metrics
2. Identify high-risk positions
3. Plan exit strategies
4. Execute position closures
5. Reallocate to stable assets
6. Confirm risk reduction
User: "Take advantage of AVAX price dip with 20% of portfolio"
Agent will:
1. Check current AVAX price
2. Calculate optimal entry points
3. Identify assets to swap
4. Execute Defi Transactions
### 11. Starknet Portfolio Management
```text
User: "Deploy and manage my meme token portfolio on Starknet with unruggable features"
Agent Collaboration Flow:
1. Portfolio Manager analyzes Starknet opportunities:
- Unruggable meme token protocols
- Cairo-based DeFi platforms
- Cross-L2 bridges (Starkgate)
2. DeFi Analytics Agent provides Starknet data:
- Jediswap liquidity pools
- Ekubo AMM metrics
- zkLend lending rates
- Cross-L2 bridge volumes
3. Risk Assessment Agent evaluates:
- Smart contract security (Cairo 1.0)
- Protocol TVL stability
- Bridge security
- Token distribution metrics
4. Execution Flow:
- Deploy using Starknet.js/Starknet React
- Integrate with Argent X/Braavos wallet
- Monitor via Starkscan/Voyager
- Auto-rebalance using Cairo contracts
Key Features:
- Cairo 1.0 smart contract integration
- STARK-proof based security
- Cross-L2 bridging optimization
- Unruggable token standards compliance
- Real-time Starknet block monitoring
Example Implementation:
```cairo
#[starknet::contract]
mod PortfolioManager {
use starknet::ContractAddress;
use array::ArrayTrait;
#[storage]
struct Storage {
portfolio_tokens: LegacyMap::<ContractAddress, u256>,
risk_parameters: LegacyMap::<ContractAddress, u256>,
total_value: u256,
}
#[external(v0)]
fn add_to_portfolio(
ref self: ContractState,
token: ContractAddress,
amount: u256
) {
// Verify token is unruggable
assert(self.is_unruggable(token), 'Token must be unruggable');
// Update portfolio
self.portfolio_tokens.write(token, amount);
self.update_total_value();
}
#[view]
fn get_portfolio_stats(self: @ContractState) -> (u256, u256) {
(self.total_value.read(), self.risk_score.read())
}
}
Benefits:
- Provable security through STARK proofs
- Gas optimization via Cairo VM
- Cross-L2 interoperability
- Transparent on-chain analytics
- Automated risk management
This example showcases how the AI agent can:
- Deploy and manage portfolios on Starknet
- Integrate with unruggable token standards
- Monitor cross-L2 opportunities
- Execute STARK-verified transactions
- Maintain optimal risk parameters
The Sei Money Market Agent is a specialized autonomous agent that leverages Brahma's ConsoleKit to execute DeFi strategies on the Sei network. This agent focuses on money market operations and stablecoin management.
-
Autonomous DeFi Operations
- Deposit and withdraw from money markets
- Automated portfolio rebalancing
- Yield optimization across multiple protocols
- Risk-managed position management
-
Brahma ConsoleKit Integration
- Secure transaction execution
- Real-time portfolio monitoring
- Multi-protocol support
- Automated strategy execution
The agent requires the following configuration:
interface SeiMoneyMarketConfig {
apiKey: string; // Your Brahma API key
baseURL: string; // Brahma API base URL
supportedTokens: { // List of supported tokens
address: string; // Token contract address
symbol: string; // Token symbol
decimals: number; // Token decimals
}[];
}- Configure the agent through the web interface
- Set up supported tokens and risk parameters
- The agent will automatically:
- Monitor market conditions
- Execute optimal strategies
- Maintain portfolio balance
- Provide real-time updates
// Define target portfolio allocation
const targetAllocation = {
'USDC': 0.4, // 40% USDC
'USDT': 0.3, // 30% USDT
'DAI': 0.3 // 30% DAI
};
// Agent automatically maintains this allocation
await agent.handleEvent('REBALANCE', { targetAllocations: targetAllocation });The Superchain Bridge Agent enables secure cross-chain token transfers between Superchain networks using the SuperchainERC20 standard and SuperchainTokenBridge.
-
Secure Token Bridging
- Implements ERC-7802 for cross-chain mint/burn functionality
- Uses SuperchainTokenBridge for secure message passing
- Supports all Superchain networks (OP Mainnet, Base, etc.)
- Real-time bridge status monitoring
-
Autonomous Bridge Operations
- Automated token approvals
- Transaction status tracking
- Gas optimization
- Error recovery and retries
Currently supported Superchain networks:
- OP Mainnet (Chain ID: 10)
- OP Goerli (Chain ID: 420)
- Base (Chain ID: 8453)
- Base Goerli (Chain ID: 84531)
-
Initiating Message (Source Chain)
// User initiates bridge transaction await bridgeAgent.handleEvent('BRIDGE_TOKENS', { token: 'USDC', amount: '1000000', // 1 USDC (6 decimals) fromChainId: 10, // OP Mainnet toChainId: 8453, // Base recipient: '0x...' });
-
Token Bridge Flow
- Tokens are burned on source chain
- Message is relayed through L2ToL2CrossDomainMessenger
- Tokens are minted on destination chain
- Real-time status updates via events
-
Status Monitoring
// Check bridge transaction status await bridgeAgent.handleEvent('CHECK_BRIDGE_STATUS', { txHash: '0x...', fromChainId: 10, toChainId: 8453 });
-
SuperchainERC20 Security
- Common cross-chain interface (ERC-7802)
- Secure mint/burn mechanics
- Permission controls for bridge contracts
-
Message Verification
- L2ToL2CrossDomainMessenger for secure message passing
- Cross-domain sender verification
- Replay protection
-
Error Handling
- Transaction failure recovery
- Automatic retries with backoff
- Detailed error reporting
// Configure the bridge agent
const config: SuperchainConfig = {
sourceChain: {
id: 10,
name: 'OP Mainnet'
},
destinationChain: {
id: 8453,
name: 'Base'
},
providerUrls: {
10: 'https://mainnet.optimism.io',
8453: 'https://mainnet.base.org'
},
privateKey: process.env.BRIDGE_WALLET_KEY,
supportedTokens: {
10: {
'USDC': '0x...' // OP Mainnet USDC
},
8453: {
'USDC': '0x...' // Base USDC
}
}
};
// Initialize the bridge agent
const bridgeAgent = new SuperchainBridgeAgent(eventBus, config);
// Bridge tokens
await bridgeAgent.handleEvent('BRIDGE_TOKENS', {
token: 'USDC',
amount: '1000000',
fromChainId: 10,
toChainId: 8453,
recipient: '0x...'
});Ava Portfolio Manager leverages Venice.AI's advanced language models for autonomous decision-making and strategy execution.
-
Advanced Language Model Integration
- Dolphin-2.9.2-qwen2-72b model support
- Custom Venice parameters
- Optimized response generation
- Market analysis capabilities
-
Image Generation
- Market visualization
- Technical analysis charts
- Custom style presets
- High-resolution output
interface AIProviderSettings {
provider: 'venice';
apiKey: string;
modelName?: string;
}
// Initialize Venice provider
const veniceProvider = new VeniceProvider(
config.apiKey,
'dolphin-2.9.2-qwen2-72b'
);Our platform implements a sophisticated multi-model approach, combining various AI providers for optimal performance.
- Venice.AI for advanced language understanding
- Atoma for private compute
- OpenAI for general tasks
- Brian AI for specialized operations
interface AgentSettings {
aiProvider: AIProviderSettings;
enablePrivateCompute: boolean;
additionalSettings: {
brianApiKey?: string;
coingeckoApiKey?: string;
zerionApiKey?: string;
perplexityApiKey?: string;
};
}-
Venice.AI Capabilities
- Advanced market analysis
- Strategy formulation
- Risk assessment
- Image generation
-
Private Compute with Atoma
- Secure execution
- Data privacy
- Encrypted operations
- Zero-knowledge proofs
-
Performance Optimization
- Dynamic model selection
- Load balancing
- Cost optimization
- Response time monitoring
Ava Portfolio Manager integrates with Enso's unified DeFi API to enable seamless interaction with multiple DeFi protocols through a standardized interface.
-
Unified Protocol Access
- Single API for all DeFi interactions
- Optimized routing strategies
- Real-time price quotes
- Gas-efficient bundled transactions
-
Smart Transaction Bundling
- Multiple actions in one transaction
- Atomic execution guarantees
- Slippage protection
- Fee optimization
interface EnsoRouteConfig {
chainId: number;
fromAddress: string;
tokenIn: string[];
tokenOut: string[];
amountIn: string[];
slippage: string;
routingStrategy: 'ensowallet' | 'router' | 'delegate';
}
// Example: Route tokens through optimal path
async function routeTokens(config: EnsoRouteConfig) {
const response = await fetch('https://api.enso.finance/api/v1/shortcuts/route', {
method: 'GET',
headers: {
'Authorization': `Bearer ${process.env.ENSO_API_KEY}`,
'Content-Type': 'application/json'
},
body: JSON.stringify({
chainId: config.chainId,
fromAddress: config.fromAddress,
tokenIn: config.tokenIn,
tokenOut: config.tokenOut,
amountIn: config.amountIn,
slippage: config.slippage,
routingStrategy: config.routingStrategy
})
});
const route = await response.json();
return route;
}
// Example: Bundle multiple DeFi actions
async function bundleActions(actions: EnsoAction[]) {
const response = await fetch('https://api.enso.finance/api/v1/shortcuts/bundle', {
method: 'POST',
headers: {
'Authorization': `Bearer ${process.env.ENSO_API_KEY}`,
'Content-Type': 'application/json'
},
body: JSON.stringify(actions)
});
const bundle = await response.json();
return bundle;
}- Optimal Token Swap
const route = await routeTokens({
chainId: 1,
fromAddress: userAddress,
tokenIn: ['0xeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee'], // ETH
tokenOut: ['0x6b175474e89094c44da98b954eedeac495271d0f'], // DAI
amountIn: ['1000000000000000000'], // 1 ETH
slippage: '50', // 0.5%
routingStrategy: 'router'
});- Multi-Action Bundle
const bundle = await bundleActions([
{
protocol: 'enso',
action: 'route',
args: {
tokenIn: '0xeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee',
tokenOut: '0xae7ab96520DE3A18E5e111B5EaAb095312D7fE84',
amountIn: '100000000000',
slippage: '300'
}
},
// Add more actions as needed
]);-
Protocol Abstraction
- Unified interface for all DeFi protocols
- Simplified integration process
- Reduced maintenance overhead
- Future-proof architecture
-
Performance Optimization
- Best-price routing
- Gas optimization
- Slippage protection
- MEV protection
-
Enhanced Security
- Safe smart account integration
- Transaction simulation
- Risk assessment
- Real-time monitoring
## 🏆 Track Submissions
### DeFAI: Automate Integrations
Ava Portfolio Manager leverages advanced automation through multiple specialized agents that seamlessly integrate with DeFi protocols. Our Enso Agent provides unified access to multiple protocols through a standardized interface, while our SuperchainBridge Agent enables automated cross-chain operations. The system features:
- Automated portfolio rebalancing across protocols
- Smart order routing through Enso's unified API
- Autonomous cross-chain bridging via SuperchainERC20
- Real-time market monitoring and execution
Our implementation showcases advanced automation through multiple specialized agents:
- **Enso Integration** ([View Code](server/src/agents/enso-agent/index.ts))
- Unified DeFi protocol access
- Smart transaction bundling
- Gas-optimized routing
- Real-time price quotes
- **SuperchainBridge Integration** ([View Code](server/src/agents/superchain-bridge-agent/index.ts))
- Cross-chain token transfers
- ERC-7802 compatibility
- Secure message passing
- Bridge status monitoring
### DeFAI: Best Agent on Arbitrum
Our implementation on Arbitrum showcases advanced DeFi automation capabilities:
- Integration with Arbitrum's native DeFi ecosystem
- Gas-optimized transaction bundling through Enso
- Cross-chain liquidity management with SuperchainBridge
- Real-time APY optimization across Arbitrum protocols
Optimized for Arbitrum's ecosystem:
- **Transaction Optimization**
- Gas-efficient bundling via Enso
- MEV protection through CoW Protocol
- Cross-chain bridging with SuperchainBridge
- Smart contract interaction optimization
- **Protocol Integration** ([View Frontend](frontend/app/bridge/page.tsx))
- Unified bridge interface
- Real-time transaction status
- Error handling and recovery
- User-friendly form validation
### AI Advancement: Most Autonomous Agent
Ava demonstrates exceptional autonomy through:
- Multi-model AI architecture combining Venice.AI and Atoma
- Self-learning portfolio optimization strategies
- Autonomous risk management and position adjustment
- Cross-chain opportunity detection and execution
- Real-time market analysis and decision making
Multi-model AI architecture:
- **Agent System** ([View Implementation](frontend/app/agents/index.ts))
- Venice.AI integration for market analysis
- Atoma for private compute
- Multi-agent collaboration
- Autonomous decision making
- **Specialized Agents**
- Observer Agent for market monitoring
- Task Manager for operation coordination
- Executor Agent for transaction handling
- Eliza Agent for natural language interaction
### Smart Account Tooling: Best Use of Lit Agent Wallet with Safe
Our integration of Lit Protocol with Safe smart accounts enables:
- Decentralized key management through Lit Protocol
- Automated transaction signing and execution
- Programmable access control for DeFi operations
- Secure multi-chain transaction handling
- Integration with Safe's modular account architecture
Secure wallet integration:
- **Safe Integration**
- Multi-signature support
- Transaction bundling
- Modular account abstraction
- Custom Safe modules
- **Lit Protocol Features**
- Decentralized key management
- Programmable access control
- Secure transaction signing
- Cross-chain compatibility
### AI Advancement: Enhanced Onchain Capabilities
Ava leverages advanced onchain capabilities through:
- Direct smart contract interactions via ethers.js
- Decentralized storage integration for strategy persistence
- Cross-chain state management through SuperchainBridge
- Real-time onchain data analysis for decision making
- Integration with multiple L2 networks
Advanced blockchain interaction:
- **Smart Contract Integration**
- Direct contract interaction
- Cross-chain state management
- Real-time data analysis
- Multi-network support
- **Decentralized Storage**
- Strategy persistence
- Historical data analysis
- Cross-chain state sync
- Performance optimization
### Smart Account Tooling: Safe Core Infrastructure
Our implementation builds upon Safe's core infrastructure:
- Custom Safe modules for automated DeFi operations
- Integration with Safe's transaction service
- Modular agent architecture using Safe plugins
- Batch transaction optimization
- Advanced account abstraction features
Safe infrastructure enhancement:
- **Custom Modules** ([View Implementation](server/src/agents/safe-wallet-agent/index.ts))
- Automated DeFi operations
- Transaction service integration
- Plugin architecture
- Batch optimization
- **Account Abstraction**
- Social recovery
- Session management
- Gas abstraction
- Multi-chain support
### Smart Account Tooling: DuckAI Network Integration
Ava integrates with DuckAI network through:
- AI-powered transaction validation
- Decentralized strategy execution
- Cross-chain operation coordination
- Safe smart account integration
- Real-time market data processing
AI-powered transaction handling:
- **Transaction Validation**
- AI-based validation
- Risk assessment
- MEV protection
- Gas optimization
- **Strategy Execution**
- Decentralized execution
- Cross-chain coordination
- Safe integration
- Real-time monitoring
### DeFAI: Best-In-Class Implementation
Our solution stands out through:
- Advanced multi-agent architecture
- Comprehensive protocol integration via Enso
- Secure cross-chain operations with SuperchainBridge
- AI-powered decision making with Venice.AI
- Real-time portfolio optimization
Comprehensive DeFi automation:
- **Protocol Integration** ([View Code](server/src/agents/enso-agent/index.ts))
- Unified access layer
- Smart routing
- Gas optimization
- MEV protection
- **Multi-Agent System** ([View Code](frontend/app/agents/index.ts))
- Specialized agents
- Collaborative decision making
- Real-time monitoring
- Error recovery
### Smart Account Tooling: Smart Sessions Co-pilot
Our Smart Sessions implementation provides:
- Real-time transaction monitoring and validation
- AI-powered transaction optimization
- Automated session management
- Secure multi-chain operation handling
- Integration with Safe's session architecture
Intelligent transaction management:
- **Session Management**
- Real-time monitoring
- Transaction optimization
- Automated validation
- Multi-chain support
- **AI Co-pilot Features**
- Transaction suggestions
- Risk assessment
- Gas optimization
- Performance analytics
### AI Advancement: GOAT Plugins on Sei Network
Ava Portfolio Manager extends its AI capabilities to the Sei Network through comprehensive GOAT plugin integration. Our Sei Money Market Agent leverages Brahma's ConsoleKit to execute sophisticated DeFi strategies while ensuring all GOAT plugins are fully operational. This enables advanced market making, automated trading, and yield optimization specifically tailored for Sei's high-performance infrastructure.
Sei Network optimization:
- **Money Market Integration** ([View Implementation](frontend/app/agent/config/sei-money-market.tsx))
- Automated lending
- Yield optimization
- Risk management
- Real-time monitoring
- **GOAT Plugin Features**
- Market making
- Automated trading
- Yield optimization
- Performance tracking
### Social: AI-Powered Content Translation
While our core focus is DeFi automation, we've extended our AI capabilities to content transformation. Using our multi-model AI architecture with Venice.AI, we enable creators to seamlessly translate and dub their content across multiple languages. The system maintains the original content's context and emotion while ensuring accurate translations across different cultural contexts.
Content transformation capabilities:
- **Venice.AI Integration**
- Multi-language support
- Context preservation
- Emotion analysis
- Cultural adaptation
### DeFAI: Autonomous Business Agents
Our autonomous business agents leverage the CoW Protocol for optimal trade execution and business strategy implementation. Through our CowTradingAgent, we enable sophisticated trading strategies with MEV protection and best price execution. The agent autonomously manages order flows, handles token allowlists, and optimizes trade parameters while maintaining strict business logic and risk parameters.
Business strategy automation:
- **CoW Protocol Integration** ([View Code](server/src/agents/cow-trading-agent/index.ts))
- MEV protection
- Best price execution
- Order flow management
- Risk parameter handling
### Social/Gaming: Best Gaming Agent on Avalanche
Ava extends its autonomous capabilities to gaming on Avalanche, enabling automated asset management for gaming economies. Our implementation leverages Avalanche's subnet architecture for high-performance gaming transactions while maintaining seamless integration with DeFi protocols for in-game asset optimization.
Gaming economy management:
- **Subnet Integration**
- High-performance transactions
- Asset management
- DeFi integration
- Real-time monitoring
### DeFAI: Safe App Chain Agent
Our Safe App chain agent provides intelligent automation for existing Safe Apps, enabling autonomous interaction with various DeFi protocols. The agent leverages Safe's modular architecture to automate complex DeFi operations while maintaining the security guarantees of Safe's multi-signature setup.
Safe App automation:
- **Protocol Integration**
- Automated interactions
- Multi-signature support
- Transaction bundling
- Risk management
### Smart Account Tooling: Humans X AI
Our implementation bridges human decision-making with AI automation through an intuitive interface. The system combines Safe's secure transaction infrastructure with our multi-model AI architecture, enabling collaborative decision-making between humans and AI for optimal portfolio management.
Human-AI collaboration:
- **Interface Integration**
- Intuitive controls
- Real-time feedback
- Risk assessment
- Performance tracking
- **Decision Support**
- AI suggestions
- Human oversight
- Risk management
- Portfolio optimization