Myceliary

A research project exploring anti-capitalist frameworks and patterns in AI/ML

P2P Platform Development

Myceliary’s peer-to-peer platform development provides a comprehensive framework for building community-controlled alternatives to centralized platforms, emphasizing decentralization, user autonomy, and community governance.

Architecture Overview

graph TD
    A[P2P Platform Core] --> B[Service Matching]
    A --> C[Reputation System]
    A --> D[Communication Layer]
    A --> E[Payment Facilitation]
    A --> F[Identity Management]
    
    B --> G[Geographic Proximity]
    B --> H[Availability Tracking]
    B --> I[Multi-factor Scoring]
    
    C --> J[Blockchain/WoT Based]
    C --> K[Dispute Resolution]
    C --> L[Trust Scoring]
    
    D --> M[WebRTC]
    D --> N[Direct Messaging]
    
    E --> O[Direct Payment Options]
    E --> P[Smart Contract Escrow]
    
    F --> Q[Decentralized Identity]
    F --> R[Privacy Protection]

The platform architecture is designed around five primary components that enable secure P2P transactions while maintaining decentralization:

  1. Service Matching Engine - Connects community members based on needs and capabilities
  2. Reputation System - Builds trust without centralized authority
  3. Communication Layer - Enables direct, encrypted interactions
  4. Payment Facilitation - Supports both traditional and crypto transactions
  5. Identity Management - Balances verification with privacy

View detailed architecture documentation

Key Architectural Decisions

Decentralization Approach

Service Matching Strategy

Trust and Reputation Models

Blockchain-Based Option:

Non-Blockchain Alternatives:

Payment Integration

Implementation Patterns

The project provides detailed implementation patterns for key platform components:

Service Matching Patterns

Geographic Proximity Pattern

interface LocationData {
  latitude: number;
  longitude: number;
  timestamp: Date;
}

class ProximityMatcher {
  private readonly earthRadius = 6371; // km

  calculateDistance(loc1: LocationData, loc2: LocationData): number {
    // Haversine formula implementation
    return distance; // in kilometers
  }

  findNearbyProviders(userLocation: LocationData, providers: Provider[]): Provider[] {
    return providers.filter(provider => 
      this.calculateDistance(userLocation, provider.location) <= provider.maxDistance
    );
  }
}

Multi-Factor Scoring Pattern

interface MatchFactors {
  distance: number;
  reputation: number;
  availability: boolean;
  priceMatch: number;
  serviceSpecific: Record<string, number>;
}

class MatchScorer {
  private weights: Record<keyof MatchFactors, number> = {
    distance: 0.3,
    reputation: 0.25,
    availability: 0.2,
    priceMatch: 0.15,
    serviceSpecific: 0.1
  };

  calculateMatchScore(factors: MatchFactors): number {
    // Weighted scoring algorithm
    return score; // 0-1 match score
  }
}

View all implementation patterns

Technical Framework

A complete TypeScript technical framework for implementation:

Core Technical Stack

Frontend Technologies

// Core Dependencies
{
  "dependencies": {
    "react": "^18.0.0",
    "typescript": "^5.0.0",
    "web3": "^4.0.0",
    "@material-ui/core": "^5.0.0",
    "socket.io-client": "^4.0.0",
    "webrtc-adapter": "^8.0.0"
  }
}

Backend Technologies

// Core Dependencies
{
  "dependencies": {
    "express": "^4.18.0",
    "typescript": "^5.0.0",
    "socket.io": "^4.0.0",
    "pg": "^8.0.0",
    "redis": "^4.0.0",
    "ipfs-http-client": "^60.0.0"
  }
}

Security Implementation

The framework includes robust security measures:

View complete technical framework

Relationship to Anti-Capitalist Frameworks

This P2P platform development work builds directly on Myceliary’s anti-capitalist frameworks:

  1. Addresses Market Failures - Creates alternatives to extractive commercial platforms
  2. Avoids Capitalist Traps - Designed to prevent data extraction and platform dependency
  3. Enables Second-Order Effects - Provides technical foundation for community-controlled alternatives
  4. Supports Community Sovereignty - Technical architecture preserves community control and governance

Community Applications

This platform architecture can be adapted for various community needs:

Get Involved

The P2P platform development is an active area of work within Myceliary:

Visit our GitHub repository to contribute to this work.