Technical Overview

AI-Native
Systems Architecture

Every component designed for machine understanding. Every API built for agent operation. Every data point captured for intelligent analysis.

Core Architecture Principles

Built from day one for AI agents to understand and operate.

🧠

Machine-Readable Everything

Every system state, transaction, and outcome is captured in structured, queryable format. No black boxes.

🔗

API-First Design

Clean REST and WebSocket APIs with consistent patterns. Built for programmatic access, not just human interfaces.

🔒

Zero Client Trust

Server-authoritative model where all outcomes are determined server-side. Cryptographic audit trails for every action.

Real-time Infrastructure

WebSocket-based systems for instant state synchronization, live multiplayer, and real-time analytics.

📊

Observable Systems

Built-in metrics, logging, and tracing. Every system behavior measurable and analyzable.

🚀

Scalable by Default

Serverless architecture on AWS. Auto-scales from zero to millions without configuration changes.

Technical Stack

Production-grade infrastructure powering 100+ live games.

Compute Layer

  • AWS Lambda - Serverless compute for all API handlers
  • API Gateway - REST API management with throttling
  • WebSocket API - Real-time bidirectional communication

Data Layer

  • DynamoDB - NoSQL database for game state, users, transactions
  • Single-table design - Optimized access patterns
  • Event sourcing - Complete audit trail of all changes

Authentication

  • Amazon Cognito - User authentication and identity
  • JWT tokens - Stateless API authentication
  • Role-based access - Admin, operator, player tiers

Content Delivery

  • CloudFront CDN - Global edge distribution
  • S3 - Static asset storage
  • Cache optimization - Sub-100ms load times

System Architecture

Clean separation of concerns with well-defined interfaces.

AI Content Generation
AI Agent API
Analytics Engine
REST API
WebSocket API
Admin API
Game Engine
Compliance Engine
Session Manager
Chat System
DynamoDB
Cognito
CloudFront
S3

AI-Native Capabilities

Systems designed for the next generation of AI agents.

🤖

Content Generation Pipeline

Full game creation from theme to production in minutes. AI generates artwork, configures mathematics, validates compliance, and deploys to production with human oversight.

100+ games generated Theme to playable: minutes Mathematical verification: automated
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Automated Compliance

Real-time generation of regulatory documents, session reports, and audit trails. Every transaction logged with cryptographic integrity for any jurisdiction's requirements.

Session-based reporting Transaction-level logging Automated document generation
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Natural Language Interface

Query system state, generate reports, and perform operations through conversational AI. Built for agents to understand context and take appropriate actions.

System queries via chat Report generation on demand Contextual understanding
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Observable & Debuggable

Every system designed for introspection. Agents can query state, understand behavior, and diagnose issues without human intervention.

Full state introspection Transaction replay Behavior analysis

See the Architecture in Action

100+ production games demonstrating what AI-native systems can deliver.

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