Universal Agent Deployment Module (UADM)¶

Overview¶

The Universal Agent Deployment Module (UADM) is AIDDDMAP's comprehensive system for creating, deploying, and managing AI agents across various environments. It provides a hardware abstraction layer, multi-protocol support, and robust security features to ensure seamless agent operation across different platforms and devices.

Core Architecture¶

1. Hardware Abstraction Layer (HAL)¶

interface HALConfig {
  protocols: Protocol[];
  deviceTypes: DeviceType[];
  security: SecurityConfig;
  simulation: SimulationConfig;
}

interface Protocol {
  type: "wifi" | "bluetooth" | "mqtt" | "zigbee";
  config: ProtocolConfig;
  status: ConnectionStatus;
}

interface DeviceType {
  category: "robot" | "iot" | "server" | "mobile";
  capabilities: string[];
  requirements: ResourceRequirements;
}

2. Protocol Support¶

The UADM supports multiple communication protocols:

WiFi
Bluetooth
MQTT
ZigBee

Each protocol implementation includes:

Connection management
Data transmission
Error handling
Security features

3. Security Framework¶

Encryption Integration¶

interface UADMEncryptionConfig {
  defaultMode: EncryptionMode;
  allowPartialDecrypt?: boolean;
  trackPerformance?: boolean;
}

class UADMEncryptionManager {
  registerAgent(agentId: string, mode?: EncryptionMode): AgentEncryptionHandler;
  encryptAgentData(agentId: string, data: any): Promise<any>;
  decryptAgentData(agentId: string, encryptedData: any): Promise<any>;
  getAgentMode(agentId: string): EncryptionMode | undefined;
  getAllAgentModes(): Map<string, EncryptionMode>;
}

Features:

Multiple encryption modes (Basic, FHE, ZK)
Per-agent encryption handlers
Performance monitoring
Partial decryption support
Mode coordination

Security Management¶

interface SecurityManager {
  validatePermissions(
    agent: BaseAgent,
    action: string,
    resource: string,
  ): Promise<boolean>;
  enforcePolicy(deployment: Deployment, policy: SecurityPolicy): Promise<void>;
  monitorActivity(deployment: Deployment): Promise<SecurityMetrics>;
}

interface SecurityPolicy {
  permissions: Permission[];
  restrictions: Restriction[];
  auditing: AuditConfig;
}

4. Device Management¶

interface DeviceEncryptionProfile {
  mode: EncryptionMode;
  capabilities: string[];
  performance: PerformanceMetrics;
  status: ConnectionStatus;
}

interface DeviceManager {
  registerDevice(device: Device): Promise<void>;
  configureEncryption(
    deviceId: string,
    profile: DeviceEncryptionProfile,
  ): Promise<void>;
  monitorDevice(deviceId: string): Promise<DeviceMetrics>;
}

Integration Features¶

1. IDAT Integration¶

interface IDATBridge {
  exportToCanvas(agent: BaseAgent): Promise<void>;
  syncStatus(deployment: Deployment): Promise<void>;
  handleEvents(events: DeploymentEvent[]): Promise<void>;
}

// Example: Export agent to IDAT
await uadm.idat.exportToCanvas(customAgent, {
  position: { x: 100, y: 100 },
  connections: ["DataCurator", "Valuator"],
});

2. Agent Dashboard Integration¶

interface DashboardConfig {
  metrics: string[];
  refreshInterval: number;
  visualization: VisualizationOptions;
}

interface AgentDashboard {
  displayMetrics(agentId: string): Promise<void>;
  updateStatus(status: AgentStatus): Promise<void>;
  showEncryptionDetails(encryptionData: EncryptionDetails): Promise<void>;
}

Usage Examples¶

1. Basic Setup¶

const uadm = new UADM({
  hal: {
    protocols: ["wifi", "bluetooth", "mqtt"],
    deviceTypes: ["robot", "iot", "server"],
  },
  security: {
    encryption: true,
    authentication: true,
  },
  simulation: {
    enabled: true,
  },
});

// Deploy an agent
const deployment = await uadm.deployAgent(new CustomAgent(), {
  target: "robot-1",
  resources: { cpu: "2", memory: "4GB" },
});

2. Advanced Configuration¶

const advancedUADM = new UADM({
  features: {
    autoScaling: true,
    faultTolerance: true,
    loadBalancing: true,
  },
  monitoring: {
    metrics: ["cpu", "memory", "network"],
    alerts: true,
    logging: "detailed",
  },
  security: {
    encryption: {
      algorithm: "AES-256-GCM",
      keyRotation: true,
    },
    authentication: {
      method: "2FA",
      sessionTimeout: 3600,
    },
  },
});

3. Encryption Integration¶

// Initialize encryption manager
const encryptionManager = new UADMEncryptionManager({
  defaultMode: EncryptionMode.BASIC,
  allowPartialDecrypt: true,
  trackPerformance: true,
});

// Register an agent with FHE encryption
const handler = encryptionManager.registerAgent("agent-1", EncryptionMode.FHE);

// Encrypt and decrypt data
const encrypted = await encryptionManager.encryptAgentData(
  "agent-1",
  sensitiveData,
);
const decrypted = await encryptionManager.decryptAgentData(
  "agent-1",
  encrypted,
);

Performance Optimization¶

1. Resource Management¶

Dynamic resource allocation
Load balancing
Performance monitoring
Auto-scaling support

2. Data Handling¶

Chunked processing
Batch operations
Memory optimization
Cache management

3. Network Optimization¶

Protocol selection
Connection pooling
Data compression
Error recovery

Best Practices¶

4. Security Best Practices¶

Use appropriate encryption modes
Implement access control
Enable audit logging
Regular security updates

2. Performance Optimization Best Practices¶

Monitor resource usage
Optimize batch sizes
Use appropriate protocols
Configure caching

3. Reliability¶

Implement error handling
Use fault tolerance
Regular backups
Monitoring and alerts

Known Limitations¶

1. Encryption¶

FHE performance overhead
Limited ZK proof types
Memory usage with large datasets

2. Protocols¶

Protocol-specific limitations
Network dependencies
Hardware requirements

3. Resources¶

Memory constraints
CPU limitations
Network bandwidth

Future Enhancements¶

1. Security¶

Enhanced encryption modes
Advanced key management
Additional proof systems
Hardware security modules

2. Performance¶

Improved FHE performance
Optimized batch processing
Enhanced caching
Hardware acceleration

3. Integration¶

Additional protocols
Extended device support
Enhanced monitoring
Advanced analytics