Q-GRID.NET — Orchestration Engine

24 ML-Agents for Quantum-Resistant Blockchain Infrastructure

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Overview

Q-GRID.NET is the orchestration backbone of the Q-GRID ecosystem. It coordinates 24 specialized ML-agents that manage quantum-resistant blockchain operations on Hedera Hashgraph, providing enterprise-grade AI orchestration with NIST FIPS 203/204 compliant post-quantum cryptography.

Core Capabilities

Capability	Description
Agent Orchestration	Coordinator agent dispatches tasks across 7 specialized agents (Account, HTS, HCS, Contract, Query, PQC, Coordinator)
Post-Quantum Cryptography	ML-KEM-768 key encapsulation + ML-DSA-65 digital signatures via NIST-approved algorithms
Hedera Integration	Native @hashgraph/sdk integration for token service (HTS), consensus service (HCS), and smart contracts
Fraud Detection	Real-time transaction monitoring with ML-based anomaly scoring and risk assessment
CBDC Simulation	Offline central bank digital currency payment flows with quantum-safe signing
Revenue Modeling	PQC-as-a-Service revenue calculator for enterprise deployment planning

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Architecture

+----------------------------------------------------------+
|                   Client (React 19 / Vite)               |
|  +----------+  +-----------+  +-----------+  +--------+ |
|  |  Landing  |  | Agent Hub |  |  Command  |  |  CBDC  | |
|  |   Page    |  |           |  |  Center   |  | Flows  | |
|  +-----+----+  +-----+-----+  +-----+-----+  +---+----+ |
|        |              |              |             |      |
|  +-----+--------------+--------------+-------------+--+  |
|  |              TanStack Query + WebSocket             |  |
|  +---------------------------+-------------------------+  |
+--------------------------|-------------------------------+
                           |
+--------------------------|-------------------------------+
|                   Server (Express + TSX)                 |
|  +-------+  +-------+  +-------+  +-------+  +-------+  |
|  |Account|  |  HTS  |  |  HCS  |  |Contract| | Query |  |
|  | Agent |  | Agent |  | Agent |  | Agent  | | Agent |  |
|  +---+---+  +---+---+  +---+---+  +---+---+  +---+---+  |
|      |          |           |          |          |       |
|  +---+----------+-----------+----------+----------+---+  |
|  |           Coordinator Agent (Dispatcher)           |  |
|  +---------------------------+------------------------+  |
|                              |                           |
|  +-----------+  +------------+----------+  +-----------+ |
|  | PQC Agent |  | Fraud Detection (ML)  |  |  Cache    | |
|  | (Crypto)  |  | (Anomaly Scoring)     |  | (Memory)  | |
|  +-----------+  +-----------------------+  +-----------+ |
+--------------------------|-------------------------------+
                           |
+--------------------------|-------------------------------+
|              Data Layer (Drizzle ORM)                    |
|  +------------------+  +-----------------------------+  |
|  | PostgreSQL (Neon) |  | Hedera Hashgraph (Mainnet) |  |
|  +------------------+  +-----------------------------+  |
+----------------------------------------------------------+

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Tech Stack

Layer	Technology
Frontend	React 19, Vite, TanStack Query, Tailwind CSS, ShadCN/Radix UI, Framer Motion, Recharts
Backend	Express.js, TypeScript (TSX), WebSocket
Database	PostgreSQL via Neon (serverless), Drizzle ORM
Blockchain	Hedera Hashgraph (@hashgraph/sdk 2.77.0)
Cryptography	ML-KEM-768, ML-DSA-65, SPHINCS+ (NIST FIPS 203/204)
Testing	Vitest
Deployment	Vercel

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Quick Start

Prerequisites

• Node.js >= 20
• pnpm
• PostgreSQL (or Neon serverless)

Installation

git clone https://github.com/Taurus-Ai-Corp/Q-GRID.NET.git
cd Q-GRID.NET
pnpm install

Development

# Start dev server (client + server)
pnpm dev

# Run tests
pnpm test

# Type check
pnpm check

# Lint & format
pnpm lint
pnpm format

Build & Deploy

pnpm build
pnpm start

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Agent System

The orchestration engine manages 7 core agents, each responsible for a domain of Hedera operations:

Agent	Responsibility
AccountAgent	Hedera account creation, balance queries, key rotation
HTSAgent	Hedera Token Service -- mint, transfer, associate, KYC grants
HCSAgent	Hedera Consensus Service -- topic creation, message submission
ContractAgent	Smart contract deployment, execution, and state queries
QueryAgent	Cross-service read operations and aggregated reporting
CoordinatorAgent	Task routing, agent selection, multi-step workflow orchestration
PQCAgent	Post-quantum key generation, signing, verification, hybrid encryption

All agents extend BaseAgent and self-register into the agentRegistry at import time.

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Project Structure

Q-GRID.NET/
  client/             # React 19 frontend
    src/
      pages/          # Route pages (landing, agent-hub, command-center, CBDC flows)
      components/     # UI components (ShadCN, auth, dashboard widgets)
      hooks/          # Custom React hooks
      lib/            # Utilities
  server/             # Express backend
    agents/           # 7 ML-agent implementations + base class
    services/         # PQC crypto, caching, revenue calculator
    __tests__/        # Vitest test suites
  shared/             # Shared schema (Drizzle ORM)
  docs/               # IP filings, licensing, GTM strategy

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License

This project uses a multi-tier license:

• Personal / Open Source: FSL 1.1 (free, converts to MIT after 2 years)
• Commercial: BSL 1.1 (usage-limited, converts to MIT after 3 years)
• Enterprise / OEM: Commercial license available

See the LICENSE file for full details.

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Support

If you find this project useful, please consider sponsoring:

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