Files
aitbc/scripts
aitbc fe0efa54bb feat: implement realistic GPU marketplace with actual hardware
 Real Hardware Integration
- Actual GPU: NVIDIA GeForce RTX 4060 Ti (15GB)
- CUDA Cores: 4,352 with 448 GB/s memory bandwidth
- Driver: 550.163.01, Temperature: 38°C
- Real-time GPU monitoring and verification

 Realistic Marketplace Operations
- Agent bid: 30 AITBC/hour for 2 hours (60 AITBC total)
- Hardware-verified task execution
- Memory limit: 12GB (leaving room for system)
- Model: llama2-7b (suitable for RTX 4060 Ti)

 Complete Workflow with Real Hardware
1. Hardware detection and verification 
2. Agent bids on actual RTX 4060 Ti 
3. aitbc1 confirms and reserves GPU 
4. Real AI inference task execution 
5. Blockchain payment: 60 AITBC 
6. Hardware status monitoring throughout 

 Technical Excellence
- GPU temperature: 38°C before execution
- Memory usage: 975MB idle
- Utilization: 24% during availability
- Hardware verification flag in transactions
- Real-time performance metrics

🚀 AITBC now supports REAL GPU marketplace operations!
Actual hardware integration with blockchain payments working!
2026-04-02 12:54:24 +02:00
..
2026-03-31 21:51:17 +02:00

AITBC Development Environment Scripts

This directory contains scripts for managing the AITBC development environment, including incus containers and systemd services.

📋 Available Scripts

🔧 start-aitbc-dev.sh

Starts incus containers and AITBC systemd services on localhost.

Features:

  • Starts incus containers: aitbc and aitbc1
  • Starts all local systemd services matching aitbc-*
  • Checks service health and port status
  • Tests health endpoints
  • Provides colored output and status reporting

Usage:

./scripts/start-aitbc-dev.sh

🛑 stop-aitbc-dev.sh

Stops incus containers and AITBC systemd services on localhost.

Features:

  • Stops incus containers: aitbc and aitbc1
  • Stops all local systemd services matching aitbc-*
  • Verifies services are stopped
  • Provides colored output and status reporting

Usage:

./scripts/stop-aitbc-dev.sh

🚀 start-aitbc-full.sh

Comprehensive startup script for the complete AITBC development environment.

Features:

  • Starts incus containers: aitbc and aitbc1
  • Starts services inside containers
  • Starts all local systemd services matching aitbc-*
  • Tests connectivity to container services
  • Provides detailed status reporting
  • Shows container IP addresses
  • Tests health endpoints

Services Started:

  • Local Services: All aitbc-* systemd services
  • Container Services:
    • aitbc-coordinator-api
    • aitbc-wallet-daemon
    • aitbc-blockchain-node

Usage:

./scripts/start-aitbc-full.sh

🎯 Prerequisites

Required Commands:

  • incus - Container management
  • systemctl - Systemd service management
  • curl - Health endpoint testing
  • netstat - Port checking

Required Containers:

The scripts expect these incus containers to exist:

  • aitbc
  • aitbc1

Required Services:

The scripts look for systemd services matching the pattern aitbc-*.

📊 Service Ports

Port Service Description
8000 Coordinator API Main API service
8001 Exchange API Trading functionality
8002 Marketplace API GPU compute marketplace
8003 Wallet API Digital wallet management
8004 Explorer Blockchain explorer
8006 Blockchain RPC Blockchain node RPC
8007 Web UI Web user interface
8010 GPU Service GPU-accelerated processing
8011 Learning Service Machine learning
8012 Agent Coordinator Agent orchestration
8013 Agent Registry Agent registration
8014 OpenClaw Service Edge computing
8015 AI Service Advanced AI capabilities
8020 Multimodal Service Multi-modal processing
8021 Modality Optimization Modality optimization
8081 Blockchain Node 1 Blockchain instance
8082 Blockchain Node 2 Blockchain instance
8006 Coordinator API (dev) Development API

🔍 Health Endpoints

The scripts test these health endpoints:

  • http://localhost:8000/health - Coordinator API
  • http://localhost:8001/api/health - Exchange API
  • http://localhost:8002/health - Marketplace API
  • http://localhost:8003/health - Wallet API
  • http://localhost:8004/health - Explorer
  • http://localhost:8007/ - Web UI
  • http://localhost:8010/health - GPU Service
  • http://localhost:8011/health - Learning Service
  • http://localhost:8012/health - Agent Coordinator
  • http://localhost:8013/health - Agent Registry
  • http://localhost:8014/health - OpenClaw Service
  • http://localhost:8015/health - AI Service
  • http://localhost:8020/health - Multimodal Service
  • http://localhost:8021/health - Modality Optimization

📝 Output Examples

Success Output:

[INFO] Starting AITBC Development Environment...
[INFO] Starting incus containers...
[SUCCESS] Container aitbc started successfully
[SUCCESS] Container aitbc1 started successfully
[INFO] Starting AITBC systemd services on localhost...
[SUCCESS] Service aitbc-coordinator-api started successfully
[SUCCESS] Service aitbc-wallet-daemon started successfully
[INFO] Checking service status...
[SUCCESS] aitbc-coordinator-api: RUNNING
[SUCCESS] aitbc-wallet-daemon: RUNNING
[SUCCESS] AITBC Development Environment startup complete!

Service Status:

[INFO] Checking AITBC service ports...
[SUCCESS] Coordinator API (port 8000): RUNNING
[SUCCESS] Exchange API (port 8001): RUNNING
[SUCCESS] Marketplace API (port 8002): RUNNING
[SUCCESS] Wallet API (port 8003): RUNNING
[SUCCESS] Explorer (port 8004): RUNNING
[SUCCESS] Blockchain RPC (port 8006): RUNNING
[SUCCESS] Web UI (port 8007): RUNNING
[SUCCESS] GPU Service (port 8010): RUNNING
[SUCCESS] Learning Service (port 8011): RUNNING
[SUCCESS] Agent Coordinator (port 8012): RUNNING
[SUCCESS] Agent Registry (port 8013): RUNNING
[SUCCESS] OpenClaw Service (port 8014): RUNNING
[SUCCESS] AI Service (port 8015): RUNNING
[SUCCESS] Multimodal Service (port 8020): RUNNING
[SUCCESS] Modality Optimization (port 8021): RUNNING

🛠️ Troubleshooting

Common Issues:

  1. Container not found:

    [ERROR] Container aitbc not found. Please create it first.
    

    Solution: Create the incus containers first:

    incus launch images:ubuntu/22.04 aitbc
    incus launch images:ubuntu/22.04 aitbc1
    
  2. Service not found:

    [WARNING] No AITBC services found on localhost
    

    Solution: Install AITBC services or check if they're named correctly.

  3. Port already in use:

    [WARNING] Service aitbc-coordinator-api is already running
    

    Solution: This is normal - the script detects already running services.

  4. Permission denied:

    [ERROR] Failed to start service aitbc-coordinator-api
    

    Solution: Run with sudo or check user permissions.

Debug Commands:

# Check all AITBC services
systemctl list-units | grep aitbc-

# Check container status
incus list

# View service logs
journalctl -f -u aitbc-coordinator-api

# View container logs
incus exec aitbc -- journalctl -f -u aitbc-coordinator-api

# Check port usage
netstat -tlnp | grep :800

🔄 Workflow

Development Setup:

  1. Create incus containers (if not exists)
  2. Install AITBC services in containers
  3. Install AITBC systemd services locally
  4. Run ./scripts/start-aitbc-full.sh

Daily Development:

  1. ./scripts/start-aitbc-full.sh - Start everything
  2. Work on AITBC development
  3. ./scripts/stop-aitbc-dev.sh - Stop when done

Testing:

  1. Start services with scripts
  2. Test health endpoints
  3. Check logs for issues
  4. Stop services when finished

📚 Additional Information

  • Container IPs: Scripts show container IP addresses for direct access
  • Health Checks: Automatic health endpoint testing
  • Service Status: Real-time status reporting
  • Error Handling: Graceful error handling with informative messages

🎯 Best Practices

  1. Use the full script for complete environment setup
  2. Check the output for any warnings or errors
  3. Monitor logs when troubleshooting issues
  4. Stop services when not in use to conserve resources
  5. Run scripts from the project root for proper path resolution