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
- Clone the repository
- Create virtual environment:
python -m venv .venv - Install dependencies:
pip install -r requirements.txt - Configure regional cluster endpoints
- 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 endpointsCOORDINATION_INTERVAL: Coordination check interval (default: 30s)STATE_SYNC_ENABLED: Enable state synchronizationMAX_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