Deployment Architecture

Container Strategy

Docker Compose Architecture:

• Project Agent: 3 replicas with database and MCP server connectivity
• Specialized Agents: 2 replicas per type with agent-specific configuration
• Environment-based configuration for different deployment stages
• Resource allocation and scaling policies per service type

Service Configuration:

• Database URL and MCP server endpoints via environment variables
• Agent type specification for specialized agent instances
• Replica count optimization based on expected load patterns

Scaling Strategy

• Horizontal pod autoscaling based on CPU/memory
• Database read replicas for query scaling
• Queue-based load leveling for job processing
• Stateless services for easy horizontal scaling