A research project exploring anti-capitalist frameworks and patterns in AI/ML
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.
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:
View detailed architecture documentation
Blockchain-Based Option:
Non-Blockchain Alternatives:
The project provides detailed implementation patterns for key platform components:
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
A complete TypeScript technical framework for implementation:
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"
}
}
The framework includes robust security measures:
View complete technical framework
This P2P platform development work builds directly on Myceliary’s anti-capitalist frameworks:
This platform architecture can be adapted for various community needs:
The P2P platform development is an active area of work within Myceliary:
Visit our GitHub repository to contribute to this work.