Technical Product Documentation

This section provides detailed technical documentation for software developers, system architects, and DevOps engineers implementing AIMatrix products in production environments.

Product Categories

Core Platforms

AMX Engine Technical

• Complete SDK documentation (Kotlin, Python, TypeScript, C#, Java)
• TwinML specification and runtime details
• Container orchestration and deployment patterns
• Agent Runtime Environment (ARE) and TwinML Runtime Environment (TRE)
• Performance optimization and scaling guidelines
• Security implementation patterns

AIMatrix CLI Technical

• Complete command reference and usage patterns
• Installation procedures for all supported platforms
• Advanced configuration and customization options
• Workspace management and Git-like operations
• Integration with CI/CD pipelines
• Troubleshooting and debugging techniques

Development Tools

AMX Console Technical (Coming Soon)

• Web interface API specifications
• Custom dashboard development
• Authentication and authorization implementation
• Real-time monitoring and alerting setup

AMX Hub Technical (Coming Soon)

• Package management system architecture
• Custom component development guidelines
• Publishing and distribution workflows
• Version management and dependency resolution

Architecture Overview

AIMatrix products are built on a distributed, microservices architecture designed for enterprise scalability:

┌─────────────────┐    ┌─────────────────┐    ┌─────────────────┐
│   AMX Engine    │────│  AIMatrix CLI   │────│   AMX Console   │
│  (Core Runtime) │    │ (Dev Interface) │    │ (Management UI) │
└─────────────────┘    └─────────────────┘    └─────────────────┘
         │                       │                       │
         └───────────────────────┼───────────────────────┘
                                 │
                ┌─────────────────┴─────────────────┐
                │          AMX Hub                  │
                │    (Component Registry)           │
                └───────────────────────────────────┘

Technical Requirements

Minimum System Requirements

• Memory: 8GB RAM (16GB recommended)
• Storage: 10GB available space
• Network: Stable internet connection for cloud features
• OS: Windows 10+, macOS 10.15+, or Linux (Ubuntu 20.04+ LTS)

Supported Environments

• Cloud: AWS, Azure, GCP, DigitalOcean
• Container: Docker, Kubernetes, Podman
• Edge: ARM64, x86_64 architectures
• Mobile: iOS, Android (via React Native bridges)

Programming Languages

Full SDK support available for:

• Kotlin (Primary) - Full feature set
• Python - Complete API coverage
• TypeScript - Web and Node.js applications
• C# - .NET and Unity integration
• Java - Enterprise applications

Integration Standards

• REST APIs - OpenAPI 3.0 specifications
• GraphQL - Real-time data queries
• WebSocket - Bi-directional communication
• gRPC - High-performance service communication
• Message Queues - Redis, RabbitMQ, Apache Kafka

Getting Started

1. Install AIMatrix CLI - Set up your development environment
2. Deploy AMX Engine - Launch your first runtime instance
3. Choose Your SDK - Select your preferred programming language
4. Build Your First Agent - Follow step-by-step implementation guides

Developer Resources

Documentation Standards

• API Reference - Complete method signatures and examples
• Code Examples - Working implementations in all supported languages
• Architecture Patterns - Proven design approaches for scalable systems
• Performance Benchmarks - Optimization guidelines and metrics

Community & Support

• GitHub Repository - Source code, issues, and contributions
• Developer Forums - Community discussions and Q&A
• Technical Blog - Implementation guides and best practices
• Direct Support - Enterprise technical support channels

For business-oriented product information, see our Business Product Documentation.