🏗️ System Integration Architecture

The Hackathon-LegacyForge ecosystem integrates three distinct repositories/projects (/legacyforge, /coralos, and /bittensor) into a single, cohesive, and autonomous AI Agent ecosystem.

The diagram below visualizes how all components, agent pipelines, and multi-chain networks interact:

flowchart TD
    %% Root
    Root[Hackathon-LegacyForge\n3 Integrated Projects]
    
    subgraph "1. LegacyForge Core"
        LF[LegacyForge\nMulti-Agent Legacy Migration]
        
        Orchestrator[Orchestrator Agent\nPipeline Coordinator]
        
        subgraph Agents [Agent Pipeline]
            Scout[Scout Agent\nLegacy Discovery]
            Reverse[Reverse Engineer\nBusiness Rules Extraction]
            Weaver[Code Weaver\nModern Code Generation]
            Validator[Validator Agent\nPytest Testing]
            Deployer[Deployer Agent\nAzure Blob Storage]
            Optimizer[Optimizer Agent\nKaspa + EVM On-Chain]
        end
        Shared[Shared Memory\nVector DB + Knowledge Graph]
        Dashboard[Dashboard\nReact Flow + On-Chain Explorer]
    end

    subgraph "2. Bittensor Battleship"
        BT[Bittensor Battleship Agent]
        Shooter[Probability Heatmap Shooter]
        TorchScript[TorchScript Model Export]
        BattleshipAPI[FastAPI Server\n/next-move Interface]
    end

    subgraph "3. CoralOS Solana"
        CO[CoralOS + Solana Integration]
        Escrow[Solana Escrow Payment System]
        AgentEconomy[Agent Economy\nAutonomous Earning]
    end

    %% Connections
    Root --> LF & BT & CO
    Orchestrator --> Scout & Reverse & Weaver & Validator & Deployer & Optimizer
    Scout & Reverse & Weaver & Validator & Deployer & Optimizer --> Shared
    Shared --> Dashboard
    
    Optimizer --> Kaspa[Kaspa TN10\nBalance Query + Logging]
    Optimizer --> EVM[Sepolia EVM\nReal Transaction + Audit]
    
    BT --> Shooter & TorchScript & BattleshipAPI
    CO --> Escrow & AgentEconomy

    %% Styling
    classDef main fill:#1e40af,stroke:#1e3a8a,color:white,stroke-width:3px
    classDef legacy fill:#854d0e,stroke:#78350f,color:white
    classDef bittensor fill:#1e40af,stroke:#1e3a8a,color:white
    classDef coralos fill:#831843,stroke:#701a75,color:white
    
    class Root main
    class LF legacy
    class BT bittensor
    class CO coralos

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