network:
  name: "MyProductionNetwork"
  description: "A production-ready OpenAgents network"
  version: "1.0.0"
  environment: "production"
 
transports:
  http:
    host: "0.0.0.0"
    port: 8700
    ssl:
      enabled: true
      cert_file: "/path/to/cert.pem"
      key_file: "/path/to/key.pem"
  
  grpc:
    host: "0.0.0.0"
    port: 8600
    ssl:
      enabled: true
      cert_file: "/path/to/cert.pem"
      key_file: "/path/to/key.pem"
 
mods:
  - name: "workspace.messaging"
    config:
      max_message_size: 10485760  # 10MB
      rate_limiting:
        enabled: true
        requests_per_minute: 60
  
  - name: "workspace.forum"
    config:
      moderation:
        enabled: true
        auto_moderate: true
  
  - name: "workspace.wiki"
    config:
      backup:
        enabled: true
        interval: "24h"
 
security:
  authentication:
    required: true
    providers:
      - type: "jwt"
        secret_key: "${JWT_SECRET_KEY}"
      - type: "oauth2"
        client_id: "${OAUTH_CLIENT_ID}"
        client_secret: "${OAUTH_CLIENT_SECRET}"
  
  authorization:
    enabled: true
    default_role: "user"
    admin_users:
      - "admin@example.com"
  
  rate_limiting:
    enabled: true
    global_limit: 1000
    per_user_limit: 100
 
storage:
  type: "postgresql"
  connection_string: "${DATABASE_URL}"
  backup:
    enabled: true
    schedule: "0 2 * * *"  # Daily at 2 AM
    retention_days: 30
 
logging:
  level: "info"
  format: "json"
  outputs:
    - type: "file"
      path: "/var/log/openagents/network.log"
      rotation:
        max_size: "100MB"
        max_files: 10
    - type: "stdout"
      format: "json"
 
monitoring:
  metrics:
    enabled: true
    endpoint: "/metrics"
    port: 9090
  
  health_check:
    enabled: true
    endpoint: "/health"
    interval: "30s"
  
  tracing:
    enabled: true
    jaeger_endpoint: "${JAEGER_ENDPOINT}"
 
clustering:
  enabled: true
  discovery:
    type: "consul"
    addresses:
      - "consul1.example.com:8500"
      - "consul2.example.com:8500"

# Network Configuration
NETWORK_NAME=MyProductionNetwork
NETWORK_HOST=my-network.example.com
NETWORK_PORT=8700
 
# Security
JWT_SECRET_KEY=your-super-secret-jwt-key-here
OAUTH_CLIENT_ID=your-oauth-client-id
OAUTH_CLIENT_SECRET=your-oauth-client-secret
 
# Database
DATABASE_URL=postgresql://user:password@db.example.com:5432/openagents_prod
 
# External Services
REDIS_URL=redis://redis.example.com:6379
ELASTICSEARCH_URL=https://elasticsearch.example.com:9200
 
# Monitoring
JAEGER_ENDPOINT=http://jaeger.example.com:14268/api/traces
PROMETHEUS_ENDPOINT=http://prometheus.example.com:9090
 
# Email (for notifications)
SMTP_HOST=smtp.example.com
SMTP_PORT=587
SMTP_USER=notifications@example.com
SMTP_PASSWORD=your-smtp-password
 
# Cloud Storage (for file uploads)
AWS_ACCESS_KEY_ID=your-aws-access-key
AWS_SECRET_ACCESS_KEY=your-aws-secret-key
AWS_S3_BUCKET=openagents-files
AWS_REGION=us-east-1
 
# SSL Certificates
SSL_CERT_PATH=/etc/ssl/certs/openagents.pem
SSL_KEY_PATH=/etc/ssl/private/openagents.key

#!/usr/bin/env python3
import asyncio
import os
import logging
import signal
import sys
from openagents.network.network_manager import NetworkManager
from openagents.config.network_config import NetworkConfig
 
# Configure logging
logging.basicConfig(
    level=logging.INFO,
    format='%(asctime)s - %(name)s - %(levelname)s - %(message)s',
    handlers=[
        logging.FileHandler('/var/log/openagents/network.log'),
        logging.StreamHandler(sys.stdout)
    ]
)
 
logger = logging.getLogger(__name__)
 
class ProductionNetworkManager:
    def __init__(self):
        self.network_manager = None
        self.running = False
    
    async def start(self):
        """Start the production network"""
        try:
            # Load configuration
            config = NetworkConfig.from_file("production.yaml")
            
            # Validate environment variables
            self.validate_environment()
            
            # Initialize network manager
            self.network_manager = NetworkManager(config)
            
            # Setup signal handlers for graceful shutdown
            self.setup_signal_handlers()
            
            # Start the network
            logger.info("Starting OpenAgents production network...")
            await self.network_manager.start()
            
            self.running = True
            logger.info("Production network started successfully!")
            
            # Keep running until shutdown signal
            while self.running:
                await asyncio.sleep(1)
                
        except Exception as e:
            logger.error(f"Failed to start production network: {e}")
            raise
    
    def validate_environment(self):
        """Validate required environment variables"""
        required_vars = [
            'JWT_SECRET_KEY',
            'DATABASE_URL',
            'SSL_CERT_PATH',
            'SSL_KEY_PATH'
        ]
        
        missing_vars = []
        for var in required_vars:
            if not os.getenv(var):
                missing_vars.append(var)
        
        if missing_vars:
            raise ValueError(f"Missing required environment variables: {', '.join(missing_vars)}")
    
    def setup_signal_handlers(self):
        """Setup graceful shutdown signal handlers"""
        def signal_handler(signum, frame):
            logger.info(f"Received signal {signum}, initiating graceful shutdown...")
            asyncio.create_task(self.shutdown())
        
        signal.signal(signal.SIGTERM, signal_handler)
        signal.signal(signal.SIGINT, signal_handler)
    
    async def shutdown(self):
        """Gracefully shutdown the network"""
        logger.info("Shutting down production network...")
        
        if self.network_manager:
            await self.network_manager.shutdown()
        
        self.running = False
        logger.info("Production network shutdown complete")
 
async def main():
    manager = ProductionNetworkManager()
    await manager.start()
 
if __name__ == "__main__":
    try:
        asyncio.run(main())
    except KeyboardInterrupt:
        logger.info("Shutdown requested by user")
    except Exception as e:
        logger.error(f"Production network failed: {e}")
        sys.exit(1)

FROM python:3.11-slim
 
# Set working directory
WORKDIR /app
 
# Install system dependencies
RUN apt-get update && apt-get install -y \
    gcc \
    g++ \
    libpq-dev \
    && rm -rf /var/lib/apt/lists/*
 
# Copy requirements and install Python dependencies
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt
 
# Copy application code
COPY . .
 
# Create non-root user
RUN useradd -m -u 1000 openagents && chown -R openagents:openagents /app
USER openagents
 
# Expose ports
EXPOSE 8700 8600 9090
 
# Health check
HEALTHCHECK --interval=30s --timeout=10s --start-period=5s --retries=3 \
    CMD curl -f http://localhost:8700/health || exit 1
 
# Start the application
CMD ["python", "start-production.py"]

version: '3.8'
 
services:
  openagents-network:
    build: .
    ports:
      - "8700:8700"
      - "8600:8600"
      - "9090:9090"
    environment:
      - NETWORK_NAME=DockerNetwork
      - DATABASE_URL=postgresql://postgres:password@db:5432/openagents
      - REDIS_URL=redis://redis:6379
    volumes:
      - ./production.yaml:/app/production.yaml
      - ./logs:/var/log/openagents
      - ./ssl:/etc/ssl/certs
    depends_on:
      - db
      - redis
    restart: unless-stopped
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:8700/health"]
      interval: 30s
      timeout: 10s
      retries: 3
 
  db:
    image: postgres:15
    environment:
      - POSTGRES_DB=openagents
      - POSTGRES_USER=postgres
      - POSTGRES_PASSWORD=password
    volumes:
      - postgres_data:/var/lib/postgresql/data
      - ./backups:/backups
    restart: unless-stopped
 
  redis:
    image: redis:7
    volumes:
      - redis_data:/data
    restart: unless-stopped
 
  nginx:
    image: nginx:alpine
    ports:
      - "80:80"
      - "443:443"
    volumes:
      - ./nginx.conf:/etc/nginx/nginx.conf
      - ./ssl:/etc/ssl/certs
    depends_on:
      - openagents-network
    restart: unless-stopped
 
volumes:
  postgres_data:
  redis_data:

apiVersion: apps/v1
kind: Deployment
metadata:
  name: openagents-network
  labels:
    app: openagents-network
spec:
  replicas: 3
  selector:
    matchLabels:
      app: openagents-network
  template:
    metadata:
      labels:
        app: openagents-network
    spec:
      containers:
      - name: openagents
        image: openagents/network:latest
        ports:
        - containerPort: 8700
        - containerPort: 8600
        - containerPort: 9090
        env:
        - name: DATABASE_URL
          valueFrom:
            secretKeyRef:
              name: openagents-secrets
              key: database-url
        - name: JWT_SECRET_KEY
          valueFrom:
            secretKeyRef:
              name: openagents-secrets
              key: jwt-secret
        livenessProbe:
          httpGet:
            path: /health
            port: 8700
          initialDelaySeconds: 30
          periodSeconds: 10
        readinessProbe:
          httpGet:
            path: /ready
            port: 8700
          initialDelaySeconds: 5
          periodSeconds: 5
        resources:
          requests:
            memory: "256Mi"
            cpu: "100m"
          limits:
            memory: "512Mi"
            cpu: "500m"
 
---
apiVersion: v1
kind: Service
metadata:
  name: openagents-service
spec:
  selector:
    app: openagents-network
  ports:
  - name: http
    port: 8700
    targetPort: 8700
  - name: grpc
    port: 8600
    targetPort: 8600
  - name: metrics
    port: 9090
    targetPort: 9090
  type: LoadBalancer
 
---
apiVersion: networking.k8s.io/v1
kind: Ingress
metadata:
  name: openagents-ingress
  annotations:
    kubernetes.io/ingress.class: nginx
    cert-manager.io/cluster-issuer: letsencrypt-prod
spec:
  tls:
  - hosts:
    - my-network.example.com
    secretName: openagents-tls
  rules:
  - host: my-network.example.com
    http:
      paths:
      - path: /
        pathType: Prefix
        backend:
          service:
            name: openagents-service
            port:
              number: 8700

{
  "family": "openagents-network",
  "networkMode": "awsvpc",
  "requiresCompatibilities": ["FARGATE"],
  "cpu": "512",
  "memory": "1024",
  "executionRoleArn": "arn:aws:iam::account:role/ecsTaskExecutionRole",
  "taskRoleArn": "arn:aws:iam::account:role/ecsTaskRole",
  "containerDefinitions": [
    {
      "name": "openagents",
      "image": "your-account.dkr.ecr.region.amazonaws.com/openagents:latest",
      "portMappings": [
        {
          "containerPort": 8700,
          "protocol": "tcp"
        },
        {
          "containerPort": 8600,
          "protocol": "tcp"
        }
      ],
      "environment": [
        {
          "name": "NETWORK_NAME",
          "value": "AWSNetwork"
        }
      ],
      "secrets": [
        {
          "name": "DATABASE_URL",
          "valueFrom": "arn:aws:secretsmanager:region:account:secret:openagents-db-url"
        },
        {
          "name": "JWT_SECRET_KEY",
          "valueFrom": "arn:aws:secretsmanager:region:account:secret:openagents-jwt-secret"
        }
      ],
      "logConfiguration": {
        "logDriver": "awslogs",
        "options": {
          "awslogs-group": "/ecs/openagents-network",
          "awslogs-region": "us-east-1",
          "awslogs-stream-prefix": "ecs"
        }
      },
      "healthCheck": {
        "command": [
          "CMD-SHELL",
          "curl -f http://localhost:8700/health || exit 1"
        ],
        "interval": 30,
        "timeout": 5,
        "retries": 3
      }
    }
  ]
}

upstream openagents_backend {
    least_conn;
    server openagents-1:8700 max_fails=3 fail_timeout=30s;
    server openagents-2:8700 max_fails=3 fail_timeout=30s;
    server openagents-3:8700 max_fails=3 fail_timeout=30s;
}
 
upstream openagents_grpc {
    server openagents-1:8600;
    server openagents-2:8600;
    server openagents-3:8600;
}
 
server {
    listen 80;
    server_name my-network.example.com;
    return 301 https://$server_name$request_uri;
}
 
server {
    listen 443 ssl http2;
    server_name my-network.example.com;
 
    ssl_certificate /etc/ssl/certs/openagents.pem;
    ssl_certificate_key /etc/ssl/private/openagents.key;
    ssl_protocols TLSv1.2 TLSv1.3;
    ssl_ciphers ECDHE-RSA-AES256-GCM-SHA512:DHE-RSA-AES256-GCM-SHA512;
 
    # HTTP routes
    location / {
        proxy_pass http://openagents_backend;
        proxy_set_header Host $host;
        proxy_set_header X-Real-IP $remote_addr;
        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
        proxy_set_header X-Forwarded-Proto $scheme;
        
        # WebSocket support
        proxy_http_version 1.1;
        proxy_set_header Upgrade $http_upgrade;
        proxy_set_header Connection "upgrade";
        
        # Timeouts
        proxy_connect_timeout 60s;
        proxy_send_timeout 60s;
        proxy_read_timeout 60s;
    }
 
    # gRPC routes
    location /grpc {
        grpc_pass grpc://openagents_grpc;
        grpc_set_header Host $host;
        grpc_set_header X-Real-IP $remote_addr;
    }
 
    # Health check endpoint
    location /health {
        access_log off;
        proxy_pass http://openagents_backend/health;
    }
 
    # Rate limiting
    limit_req_zone $binary_remote_addr zone=api:10m rate=10r/s;
    limit_req zone=api burst=20 nodelay;
}

# Connection settings
listen_addresses = '*'
port = 5432
max_connections = 200
 
# Memory settings
shared_buffers = 256MB
effective_cache_size = 1GB
work_mem = 4MB
maintenance_work_mem = 64MB
 
# WAL settings for replication
wal_level = replica
max_wal_senders = 3
max_replication_slots = 3
archive_mode = on
archive_command = 'cp %p /var/lib/postgresql/archive/%f'
 
# Performance settings
checkpoint_completion_target = 0.9
wal_buffers = 16MB
default_statistics_target = 100
random_page_cost = 1.1
effective_io_concurrency = 200
 
# Logging
logging_collector = on
log_directory = 'pg_log'
log_filename = 'postgresql-%Y-%m-%d_%H%M%S.log'
log_statement = 'all'
log_min_duration_statement = 1000

import jwt
import os
from datetime import datetime, timedelta
from typing import Optional, Dict, Any
 
class AuthenticationManager:
    def __init__(self):
        self.secret_key = os.getenv('JWT_SECRET_KEY')
        self.algorithm = 'HS256'
        self.token_expiry = timedelta(hours=24)
    
    def generate_token(self, user_id: str, permissions: list = None) -> str:
        """Generate JWT token for user"""
        payload = {
            'user_id': user_id,
            'permissions': permissions or [],
            'exp': datetime.utcnow() + self.token_expiry,
            'iat': datetime.utcnow()
        }
        
        return jwt.encode(payload, self.secret_key, algorithm=self.algorithm)
    
    def verify_token(self, token: str) -> Optional[Dict[str, Any]]:
        """Verify and decode JWT token"""
        try:
            payload = jwt.decode(token, self.secret_key, algorithms=[self.algorithm])
            return payload
        except jwt.ExpiredSignatureError:
            return None
        except jwt.InvalidTokenError:
            return None
    
    def has_permission(self, token: str, required_permission: str) -> bool:
        """Check if token has required permission"""
        payload = self.verify_token(token)
        if not payload:
            return False
        
        permissions = payload.get('permissions', [])
        return required_permission in permissions or 'admin' in permissions
 
# Middleware for FastAPI/Flask
async def auth_middleware(request, call_next):
    """Authentication middleware"""
    # Skip auth for health checks
    if request.url.path in ['/health', '/metrics']:
        return await call_next(request)
    
    # Get token from header
    auth_header = request.headers.get('Authorization')
    if not auth_header or not auth_header.startswith('Bearer '):
        return JSONResponse(
            status_code=401,
            content={"error": "Missing or invalid authorization header"}
        )
    
    token = auth_header.split(' ')[1]
    auth_manager = AuthenticationManager()
    payload = auth_manager.verify_token(token)
    
    if not payload:
        return JSONResponse(
            status_code=401,
            content={"error": "Invalid or expired token"}
        )
    
    # Add user info to request
    request.state.user_id = payload['user_id']
    request.state.permissions = payload['permissions']
    
    return await call_next(request)

import asyncio
import time
from collections import defaultdict
from typing import Dict, Tuple
 
class RateLimiter:
    def __init__(self):
        self.requests: Dict[str, list] = defaultdict(list)
        self.blocked_ips: Dict[str, float] = {}
        self.cleanup_task = None
    
    async def is_allowed(self, identifier: str, limit: int = 60, window: int = 60) -> Tuple[bool, int]:
        """Check if request is allowed under rate limit"""
        current_time = time.time()
        
        # Check if IP is blocked
        if identifier in self.blocked_ips:
            if current_time < self.blocked_ips[identifier]:
                remaining_time = int(self.blocked_ips[identifier] - current_time)
                return False, remaining_time
            else:
                del self.blocked_ips[identifier]
        
        # Clean old requests
        self.requests[identifier] = [
            req_time for req_time in self.requests[identifier]
            if current_time - req_time < window
        ]
        
        # Check limit
        if len(self.requests[identifier]) >= limit:
            # Block IP for 5 minutes on rate limit exceeded
            self.blocked_ips[identifier] = current_time + 300
            return False, 300
        
        # Add current request
        self.requests[identifier].append(current_time)
        
        # Calculate remaining requests
        remaining = limit - len(self.requests[identifier])
        return True, remaining
    
    async def cleanup_old_entries(self):
        """Periodically clean up old entries"""
        while True:
            current_time = time.time()
            
            # Clean old requests
            for identifier in list(self.requests.keys()):
                self.requests[identifier] = [
                    req_time for req_time in self.requests[identifier]
                    if current_time - req_time < 3600  # Keep 1 hour of history
                ]
                
                if not self.requests[identifier]:
                    del self.requests[identifier]
            
            # Clean expired blocked IPs
            expired_blocks = [
                ip for ip, block_time in self.blocked_ips.items()
                if current_time > block_time
            ]
            for ip in expired_blocks:
                del self.blocked_ips[ip]
            
            await asyncio.sleep(300)  # Clean up every 5 minutes

from prometheus_client import Counter, Histogram, Gauge, start_http_server
import time
import psutil
import asyncio
 
class MetricsCollector:
    def __init__(self):
        # Define metrics
        self.request_count = Counter(
            'openagents_requests_total',
            'Total number of requests',
            ['method', 'endpoint', 'status']
        )
        
        self.request_duration = Histogram(
            'openagents_request_duration_seconds',
            'Request duration in seconds',
            ['method', 'endpoint']
        )
        
        self.active_connections = Gauge(
            'openagents_active_connections',
            'Number of active connections'
        )
        
        self.agent_count = Gauge(
            'openagents_connected_agents',
            'Number of connected agents'
        )
        
        self.memory_usage = Gauge(
            'openagents_memory_usage_bytes',
            'Memory usage in bytes'
        )
        
        self.cpu_usage = Gauge(
            'openagents_cpu_usage_percent',
            'CPU usage percentage'
        )
        
        # Start system metrics collection
        asyncio.create_task(self.collect_system_metrics())
    
    def record_request(self, method: str, endpoint: str, status: int, duration: float):
        """Record request metrics"""
        self.request_count.labels(method=method, endpoint=endpoint, status=status).inc()
        self.request_duration.labels(method=method, endpoint=endpoint).observe(duration)
    
    def set_active_connections(self, count: int):
        """Update active connections count"""
        self.active_connections.set(count)
    
    def set_agent_count(self, count: int):
        """Update connected agents count"""
        self.agent_count.set(count)
    
    async def collect_system_metrics(self):
        """Collect system metrics periodically"""
        while True:
            try:
                # Memory usage
                memory = psutil.virtual_memory()
                self.memory_usage.set(memory.used)
                
                # CPU usage
                cpu_percent = psutil.cpu_percent(interval=1)
                self.cpu_usage.set(cpu_percent)
                
                await asyncio.sleep(30)  # Collect every 30 seconds
                
            except Exception as e:
                print(f"Error collecting system metrics: {e}")
                await asyncio.sleep(60)
 
# Start metrics server
def start_metrics_server(port: int = 9090):
    """Start Prometheus metrics server"""
    start_http_server(port)
    print(f"Metrics server started on port {port}")

import asyncio
import aiohttp
import psutil
from datetime import datetime
from typing import Dict, Any
 
class HealthChecker:
    def __init__(self):
        self.checks = {
            'database': self.check_database,
            'redis': self.check_redis,
            'disk_space': self.check_disk_space,
            'memory': self.check_memory,
            'external_apis': self.check_external_apis
        }
        self.last_check = {}
        self.check_interval = 60  # seconds
    
    async def health_check(self) -> Dict[str, Any]:
        """Perform comprehensive health check"""
        results = {
            'status': 'healthy',
            'timestamp': datetime.now().isoformat(),
            'checks': {}
        }
        
        for check_name, check_func in self.checks.items():
            try:
                check_result = await check_func()
                results['checks'][check_name] = {
                    'status': 'healthy' if check_result['healthy'] else 'unhealthy',
                    'details': check_result.get('details', {})
                }
                
                if not check_result['healthy']:
                    results['status'] = 'unhealthy'
                    
            except Exception as e:
                results['checks'][check_name] = {
                    'status': 'error',
                    'error': str(e)
                }
                results['status'] = 'unhealthy'
        
        return results
    
    async def check_database(self) -> Dict[str, Any]:
        """Check database connectivity and performance"""
        try:
            # Implement database connectivity check
            # This is a placeholder - implement actual database check
            return {
                'healthy': True,
                'details': {
                    'response_time_ms': 10,
                    'connection_pool_size': 10
                }
            }
        except Exception as e:
            return {'healthy': False, 'error': str(e)}
    
    async def check_redis(self) -> Dict[str, Any]:
        """Check Redis connectivity"""
        try:
            # Implement Redis connectivity check
            return {
                'healthy': True,
                'details': {
                    'response_time_ms': 5,
                    'memory_usage_mb': 100
                }
            }
        except Exception as e:
            return {'healthy': False, 'error': str(e)}
    
    async def check_disk_space(self) -> Dict[str, Any]:
        """Check available disk space"""
        try:
            disk_usage = psutil.disk_usage('/')
            free_percent = (disk_usage.free / disk_usage.total) * 100
            
            return {
                'healthy': free_percent > 10,  # Alert if less than 10% free
                'details': {
                    'free_percent': round(free_percent, 2),
                    'free_gb': round(disk_usage.free / (1024**3), 2),
                    'total_gb': round(disk_usage.total / (1024**3), 2)
                }
            }
        except Exception as e:
            return {'healthy': False, 'error': str(e)}
    
    async def check_memory(self) -> Dict[str, Any]:
        """Check memory usage"""
        try:
            memory = psutil.virtual_memory()
            
            return {
                'healthy': memory.percent < 90,  # Alert if over 90% used
                'details': {
                    'percent_used': memory.percent,
                    'available_gb': round(memory.available / (1024**3), 2),
                    'total_gb': round(memory.total / (1024**3), 2)
                }
            }
        except Exception as e:
            return {'healthy': False, 'error': str(e)}
    
    async def check_external_apis(self) -> Dict[str, Any]:
        """Check external API connectivity"""
        try:
            # Test external service connectivity
            async with aiohttp.ClientSession() as session:
                async with session.get('https://api.github.com', timeout=10) as response:
                    return {
                        'healthy': response.status == 200,
                        'details': {
                            'response_status': response.status,
                            'response_time_ms': 100  # Placeholder
                        }
                    }
        except Exception as e:
            return {'healthy': False, 'error': str(e)}

import asyncio
import os
from openagents.network.cluster_manager import ClusterManager
 
class AutoScaler:
    def __init__(self):
        self.cluster_manager = ClusterManager()
        self.min_instances = int(os.getenv('MIN_INSTANCES', '2'))
        self.max_instances = int(os.getenv('MAX_INSTANCES', '10'))
        self.target_cpu_percent = int(os.getenv('TARGET_CPU_PERCENT', '70'))
        self.scale_up_threshold = int(os.getenv('SCALE_UP_THRESHOLD', '80'))
        self.scale_down_threshold = int(os.getenv('SCALE_DOWN_THRESHOLD', '50'))
        
    async def monitor_and_scale(self):
        """Monitor metrics and scale instances accordingly"""
        while True:
            try:
                # Get current metrics
                metrics = await self.get_cluster_metrics()
                current_instances = metrics['instance_count']
                avg_cpu = metrics['average_cpu_percent']
                avg_memory = metrics['average_memory_percent']
                
                # Determine scaling action
                if avg_cpu > self.scale_up_threshold and current_instances < self.max_instances:
                    await self.scale_up()
                elif avg_cpu < self.scale_down_threshold and current_instances > self.min_instances:
                    await self.scale_down()
                
                await asyncio.sleep(60)  # Check every minute
                
            except Exception as e:
                print(f"Auto-scaling error: {e}")
                await asyncio.sleep(60)
    
    async def scale_up(self):
        """Add new instance to cluster"""
        print("Scaling up: Adding new instance")
        await self.cluster_manager.add_instance()
    
    async def scale_down(self):
        """Remove instance from cluster"""
        print("Scaling down: Removing instance")
        await self.cluster_manager.remove_instance()
    
    async def get_cluster_metrics(self):
        """Get cluster-wide metrics"""
        return await self.cluster_manager.get_metrics()

import redis.asyncio as redis
import json
import hashlib
from typing import Any, Optional
import os
 
class CacheManager:
    def __init__(self):
        self.redis_client = redis.from_url(os.getenv('REDIS_URL', 'redis://localhost:6379'))
        self.default_ttl = 3600  # 1 hour
    
    async def get(self, key: str) -> Optional[Any]:
        """Get value from cache"""
        try:
            value = await self.redis_client.get(key)
            if value:
                return json.loads(value)
            return None
        except Exception as e:
            print(f"Cache get error: {e}")
            return None
    
    async def set(self, key: str, value: Any, ttl: int = None) -> bool:
        """Set value in cache"""
        try:
            ttl = ttl or self.default_ttl
            serialized_value = json.dumps(value)
            await self.redis_client.setex(key, ttl, serialized_value)
            return True
        except Exception as e:
            print(f"Cache set error: {e}")
            return False
    
    async def delete(self, key: str) -> bool:
        """Delete value from cache"""
        try:
            await self.redis_client.delete(key)
            return True
        except Exception as e:
            print(f"Cache delete error: {e}")
            return False
    
    async def cache_agent_response(self, agent_id: str, query: str, response: str, ttl: int = 300):
        """Cache agent response"""
        cache_key = self.generate_cache_key(agent_id, query)
        await self.set(cache_key, {'response': response, 'agent_id': agent_id}, ttl)
    
    async def get_cached_response(self, agent_id: str, query: str) -> Optional[str]:
        """Get cached agent response"""
        cache_key = self.generate_cache_key(agent_id, query)
        cached_data = await self.get(cache_key)
        return cached_data['response'] if cached_data else None
    
    def generate_cache_key(self, agent_id: str, query: str) -> str:
        """Generate cache key from agent ID and query"""
        key_data = f"{agent_id}:{query}"
        return f"agent_response:{hashlib.md5(key_data.encode()).hexdigest()}"

from setuptools import setup, find_packages
 
setup(
    name="my-openagents-network",
    version="1.0.0",
    description="A custom OpenAgents network implementation",
    long_description=open("README.md").read(),
    long_description_content_type="text/markdown",
    author="Your Name",
    author_email="your.email@example.com",
    url="https://github.com/yourusername/my-openagents-network",
    packages=find_packages(),
    install_requires=[
        "openagents>=1.0.0",
        "fastapi>=0.68.0",
        "uvicorn>=0.15.0",
        "redis>=4.0.0",
        "psycopg2-binary>=2.9.0",
        "prometheus-client>=0.11.0",
        "pyjwt>=2.0.0",
    ],
    extras_require={
        "dev": [
            "pytest>=6.0.0",
            "pytest-asyncio>=0.15.0",
            "black>=21.0.0",
            "flake8>=3.9.0",
            "mypy>=0.910",
        ]
    },
    python_requires=">=3.8",
    classifiers=[
        "Development Status :: 4 - Beta",
        "Intended Audience :: Developers",
        "License :: OSI Approved :: MIT License",
        "Programming Language :: Python :: 3",
        "Programming Language :: Python :: 3.8",
        "Programming Language :: Python :: 3.9",
        "Programming Language :: Python :: 3.10",
        "Programming Language :: Python :: 3.11",
    ],
    entry_points={
        "console_scripts": [
            "my-network=my_network.cli:main",
        ],
    },
)

# My OpenAgents Network
 
A production-ready OpenAgents network with custom agents and specialized features.
 
## Features
 
- 🤖 Custom AI agents with specialized capabilities
- 🔐 Enterprise-grade security and authentication
- 📊 Comprehensive monitoring and metrics
- 🚀 Auto-scaling and high availability
- 🌐 Multi-protocol support
- 📱 Web interface and mobile support
 
## Quick Start
 
### Using Docker
 
```bash
git clone https://github.com/yourusername/my-openagents-network
cd my-openagents-network
docker-compose up -d

kubectl apply -f k8s-deployment.yaml

pip install my-openagents-network
my-network start --config production.yaml

 
### Network Registry
 
Create a network registry entry:
 
**`network-registry.json`**
```json
{
  "name": "my-production-network",
  "version": "1.0.0",
  "description": "A production-ready OpenAgents network for enterprise use",
  "author": "Your Organization",
  "repository": "https://github.com/yourusername/my-openagents-network",
  "license": "MIT",
  "tags": ["production", "enterprise", "ai", "automation"],
  "features": [
    "custom-agents",
    "security",
    "monitoring",
    "scaling",
    "multi-protocol"
  ],
  "requirements": {
    "openagents": ">=1.0.0",
    "python": ">=3.8"
  },
  "endpoints": {
    "demo": "https://demo.my-network.example.com",
    "documentation": "https://docs.my-network.example.com",
    "api": "https://api.my-network.example.com"
  },
  "deployment": {
    "docker": true,
    "kubernetes": true,
    "cloud": ["aws", "gcp", "azure"]
  },
  "support": {
    "documentation": "https://docs.my-network.example.com",
    "issues": "https://github.com/yourusername/my-openagents-network/issues",
    "community": "https://discord.gg/my-network"
  }
}