Zyno AI Engine
Multi-Agent System

The 24-agent orchestration system that transforms user intent into on-chain artifacts.

Overview

Zyno is the AI core of Money Factory AI. It's an orchestration system that coordinates 24 specialized agents to transform natural language intents into production-ready on-chain artifacts.

LLM Base

GPT-5.1 with Structured Outputs (JSON Schema validation)

Knowledge Base

RAG (Retrieval-Augmented Generation) with vector database

Orchestration

AEPO (AI-Enhanced Pathway Orchestration) for individual paths + AECO (AI-Enhanced Cohort Orchestration) for groups

Output Format

JSON Schema-validated UI Blocks for consistent user experience

Agent Categories & Capabilities

Zyno coordinates 24 specialized agents across three categories:

Architect Core Agent

System design, technical architecture, Solana program structure

Engineer Core Agent

Smart contract generation, Anchor program scaffolding, code auditing

CFO Core Agent

Tokenomics modeling, financial projections, treasury management

Guide Specialized Agent

User orientation and pathway alignment

Onboarding Specialized Agent

Platform setup and initial configuration

Education Specialized Agent

Learning content creation, curriculum personalization

Builder Specialized Agent

Project implementation and milestone tracking

Dev Specialized Agent

Technical troubleshooting and debugging

Product Specialized Agent

Product strategy, roadmap definition, feature scoping

Design Specialized Agent

UX/UI design systems, visual identity

Token Specialized Agent

SPL token management, minting, authorities

NFT Specialized Agent

Collection generation, metadata, Metaplex integration

DAO Specialized Agent

Governance design, proposal templates, voting logic

Community Specialized Agent

Engagement strategy, moderation tools, social signals

Growth Specialized Agent

Marketing strategy, go-to-market planning

Protocol Specialized Agent

DeFi protocol architecture and integration

Security Specialized Agent

Threat modeling, vulnerability assessment, hardening

Audit Specialized Agent

Automated code review, pattern analysis, safety checks

Web3 Legal Specialized Agent

Compliance frameworks, regulatory guidance, terms

Pitch Specialized Agent

Pitch deck generation, storytelling, narrative verification

Investor Specialized Agent

VC perspective capability, investment readiness scoring

Launchpad Specialized Agent

Token launch strategy, liquidity planning, bonding curves

Reflection Specialized Agent

Post-action analysis, retrospectives, learning consolidation

Coach Specialized Agent

Personal motivation, accountability, habit formation

Orchestration Flow

Zyno follows a sophisticated orchestration pattern to deliver the right expertise at the right time:

1
User Natural Language Input
User describes their project, question, or request in plain language
2
Zyno Core (Intent Analysis)
Analyzes user intent, classification, and context
3
Agent Selection & Routing
Routes to relevant agents (e.g. Architect, Engineer, CFO)
4
RAG Knowledge Base Query
Retrieves relevant information from Solana/Web3 knowledge base
5
Parallel Agent Execution
Agents work simultaneously on their specialized tasks
6
Output Synthesis
Merges and validates outputs, resolves conflicts
7
Journey Step UI Generation
Creates structured UI elements for user consumption

API Integration

Zyno exposes a powerful API for direct integration:

Endpoint: POST /api/zyno/orchestrate

Example Request

{
  "userId": "string",
  "journeyId": "string",
  "userInput": "I want to create a DeFi lending protocol with collateral management",
  "context": {
    "currentPhase": "build",
    "completedSteps": ["intro-defi", "defi-risk"],
    "userSkills": ["defi-basics", "smart-contracts"]
  }
}

Example Response

{
  "journeyStepResponse": {
    "blocks": [/* UI Blocks Array */],
    "xpAwarded": 50,
    "nextActions": ["review-architectural-plan", "examine-code-templates"],
    "zynoReasoning": "User has Defi knowledge, providing advanced lending protocol architecture..."
  },
  "agentsInvolved": ["Architect", "Engineer", "Risk", "Legal"],
  "processingTimeMs": 1850
}

Use Cases

Zyno enables a wide range of use cases across the Web3 development lifecycle:

Tokenomics Design

CFO Agent creates financial models with vesting schedules, allocation strategies, and revenue projections

Smart Contract Development

Engineer Agent generates Anchor program templates with security audits and test suites

Security Assessment

Risk Agent analyzes potential vulnerabilities and compliance requirements

Market Strategy

Marketing Agent develops go-to-market strategies and community engagement plans

Governance Framework

DAO Agent designs voting mechanisms and proposal processes

RWA Tokenization

RWA Agent structures real-world asset tokenization with legal compliance

Experience Zyno AI

Try the Zyno Terminal to interact directly with our multi-agent AI system.

Access Terminal Technical Spec