aitbc/docs/apps/global-ai/global-ai-agents.md

Global AI Agents

Status

✅ Operational

Overview

Global AI agent coordination service for managing distributed AI agents across multiple regions and networks.

Architecture

Core Components

• Agent Discovery: Discovers AI agents across the global network
• Coordination Engine: Coordinates agent activities and decisions
• Communication Bridge: Bridges communication between regional agent clusters
• Load Distributor: Distributes AI workloads across regions
• State Synchronizer: Synchronizes agent state across regions

Quick Start (End Users)

Prerequisites

• Python 3.13+
• Access to regional agent clusters
• Network connectivity between regions

Installation

cd /opt/aitbc/apps/global-ai-agents
.venv/bin/pip install -r requirements.txt

Configuration

Set environment variables in .env:

REGIONAL_CLUSTERS=us-east:https://us.example.com,eu-west:https://eu.example.com
COORDINATION_INTERVAL=30
STATE_SYNC_ENABLED=true

Running the Service

.venv/bin/python main.py

Developer Guide

Development Setup

1. Clone the repository
2. Create virtual environment: python -m venv .venv
3. Install dependencies: pip install -r requirements.txt
4. Configure regional cluster endpoints
5. Run tests: pytest tests/

Project Structure

global-ai-agents/
├── src/
│   ├── agent_discovery/      # Agent discovery
│   ├── coordination_engine/  # Coordination logic
│   ├── communication_bridge/ # Regional communication
│   ├── load_distributor/     # Workload distribution
│   └── state_synchronizer/   # State synchronization
├── tests/                   # Test suite
└── pyproject.toml           # Project configuration

Testing

# Run all tests
pytest tests/

# Run coordination engine tests
pytest tests/test_coordination.py

# Run state synchronizer tests
pytest tests/test_sync.py

API Reference

Agent Discovery

Discover Agents

POST /api/v1/global-ai/discover
Content-Type: application/json

{
  "region": "us-east",
  "agent_type": "string"
}

Get Agent Registry

GET /api/v1/global-ai/agents?region=us-east

Register Agent

POST /api/v1/global-ai/agents/register
Content-Type: application/json

{
  "agent_id": "string",
  "region": "us-east",
  "capabilities": ["string"]
}

Coordination

Coordinate Task

POST /api/v1/global-ai/coordinate
Content-Type: application/json

{
  "task_id": "string",
  "task_type": "string",
  "requirements": {},
  "regions": ["us-east", "eu-west"]
}

Get Coordination Status

GET /api/v1/global-ai/coordination/{task_id}

Communication

Send Message

POST /api/v1/global-ai/communication/send
Content-Type: application/json

{
  "from_region": "us-east",
  "to_region": "eu-west",
  "message": {}
}

Get Communication Log

GET /api/v1/global-ai/communication/log?limit=100

Load Distribution

Distribute Workload

POST /api/v1/global-ai/distribute
Content-Type: application/json

{
  "workload": {},
  "strategy": "round_robin|least_loaded"
}

Get Load Status

GET /api/v1/global-ai/load/status

State Synchronization

Sync State

POST /api/v1/global-ai/sync/trigger
Content-Type: application/json

{
  "state_type": "string",
  "regions": ["us-east", "eu-west"]
}

Get Sync Status

GET /api/v1/global-ai/sync/status

Configuration

Environment Variables

• REGIONAL_CLUSTERS: Comma-separated regional cluster endpoints
• COORDINATION_INTERVAL: Coordination check interval (default: 30s)
• STATE_SYNC_ENABLED: Enable state synchronization
• MAX_LATENCY: Maximum acceptable latency between regions

Coordination Strategies

• Round Robin: Distribute tasks evenly across regions
• Least Loaded: Route to region with lowest load
• Proximity: Route to nearest region based on latency

Synchronization Parameters

• Sync Interval: Frequency of state synchronization
• Conflict Resolution: Strategy for resolving state conflicts
• Compression: Enable state compression for transfers

Troubleshooting

Agent not discovered: Check regional cluster connectivity and agent registration.

Coordination failed: Verify agent availability and task requirements.

Communication bridge down: Check network connectivity between regions.

State sync delayed: Review sync interval and network bandwidth.

Security Notes

• Use TLS for all inter-region communication
• Implement authentication for regional clusters
• Encrypt state data during synchronization
• Monitor for unauthorized agent registration
• Implement rate limiting for coordination requests
• Regularly audit agent registry