feat: add marketplace metrics, privacy features, and service registry endpoints
- Add Prometheus metrics for marketplace API throughput and error rates with new dashboard panels - Implement confidential transaction models with encryption support and access control - Add key management system with registration, rotation, and audit logging - Create services and registry routers for service discovery and management - Integrate ZK proof generation for privacy-preserving receipts - Add metrics instru
This commit is contained in:
oib
269
docs/developer/overview.md
Normal file
269
docs/developer/overview.md
Normal file
@ -0,0 +1,269 @@
|
||||
---
|
||||
title: Developer Overview
|
||||
description: Introduction to developing on the AITBC platform
|
||||
---
|
||||
|
||||
# Developer Overview
|
||||
|
||||
Welcome to the AITBC developer documentation! This guide will help you understand how to build applications and services on the AITBC blockchain platform.
|
||||
|
||||
## What You Can Build on AITBC
|
||||
|
||||
### AI/ML Applications
|
||||
- **Inference Services**: Deploy and monetize AI models
|
||||
- **Training Services**: Offer distributed model training
|
||||
- **Data Processing**: Build data pipelines with verifiable computation
|
||||
|
||||
### DeFi Applications
|
||||
- **Prediction Markets**: Create markets for AI predictions
|
||||
- **Computational Derivatives**: Financial products based on AI outcomes
|
||||
- **Staking Pools**: Earn rewards by providing compute resources
|
||||
|
||||
### NFT & Gaming
|
||||
- **Generative Art**: Create AI-powered NFT generators
|
||||
- **Dynamic NFTs**: NFTs that evolve based on AI computations
|
||||
- **AI Gaming**: Games with AI-driven mechanics
|
||||
|
||||
### Infrastructure Tools
|
||||
- **Oracles**: Bridge real-world data to blockchain
|
||||
- **Monitoring Tools**: Track network performance
|
||||
- **Development Tools**: SDKs, frameworks, and utilities
|
||||
|
||||
## Architecture Overview
|
||||
|
||||
```mermaid
|
||||
graph TB
|
||||
subgraph "Developer Tools"
|
||||
A[Python SDK] --> E[Coordinator API]
|
||||
B[JS SDK] --> E
|
||||
C[CLI Tools] --> E
|
||||
D[Smart Contracts] --> F[Blockchain]
|
||||
end
|
||||
|
||||
subgraph "AITBC Platform"
|
||||
E --> G[Marketplace]
|
||||
F --> H[Miners/Validators]
|
||||
G --> I[Job Execution]
|
||||
end
|
||||
|
||||
subgraph "External Services"
|
||||
J[AI Models] --> I
|
||||
K[Storage] --> I
|
||||
L[Oracles] --> F
|
||||
end
|
||||
```
|
||||
|
||||
## Key Concepts
|
||||
|
||||
### Jobs
|
||||
Jobs are the fundamental unit of computation on AITBC. They represent AI tasks that need to be executed by miners.
|
||||
|
||||
### Smart Contracts
|
||||
AITBC uses smart contracts for:
|
||||
- Marketplace operations
|
||||
- Payment processing
|
||||
- Dispute resolution
|
||||
- Governance
|
||||
|
||||
### Proofs & Receipts
|
||||
All computations generate cryptographic proofs:
|
||||
- **Execution Proofs**: Verify correct computation
|
||||
- **Receipts**: Proof of job completion
|
||||
- **Attestations**: Multiple validator signatures
|
||||
|
||||
### Tokens & Economics
|
||||
- **AITBC Token**: Native utility token
|
||||
- **Job Payments**: Pay for computation
|
||||
- **Staking**: Secure the network
|
||||
- **Rewards**: Earn for providing services
|
||||
|
||||
## Development Stack
|
||||
|
||||
### Core Technologies
|
||||
- **Blockchain**: Custom PoS consensus
|
||||
- **Smart Contracts**: Solidity-compatible
|
||||
- **APIs**: RESTful with OpenAPI specs
|
||||
- **WebSockets**: Real-time updates
|
||||
|
||||
### Languages & Frameworks
|
||||
- **Python**: Primary SDK and ML support
|
||||
- **JavaScript/TypeScript**: Web and Node.js support
|
||||
- **Rust**: High-performance components
|
||||
- **Go**: Infrastructure services
|
||||
|
||||
### Tools & Libraries
|
||||
- **Docker**: Containerization
|
||||
- **Kubernetes**: Orchestration
|
||||
- **Prometheus**: Monitoring
|
||||
- **Grafana**: Visualization
|
||||
|
||||
## Getting Started
|
||||
|
||||
### 1. Set Up Development Environment
|
||||
|
||||
```bash
|
||||
# Install AITBC CLI
|
||||
pip install aitbc-cli
|
||||
|
||||
# Initialize project
|
||||
aitbc init my-project
|
||||
cd my-project
|
||||
|
||||
# Start local development
|
||||
aitbc dev start
|
||||
```
|
||||
|
||||
### 2. Choose Your Path
|
||||
|
||||
#### AI/ML Developer
|
||||
- Focus on model integration
|
||||
- Learn about job specifications
|
||||
- Understand proof generation
|
||||
|
||||
#### DApp Developer
|
||||
- Study smart contract patterns
|
||||
- Master the SDKs
|
||||
- Build user interfaces
|
||||
|
||||
#### Infrastructure Developer
|
||||
- Run a node or miner
|
||||
- Build tools and utilities
|
||||
- Contribute to core protocol
|
||||
|
||||
### 3. Build Your First Application
|
||||
|
||||
Choose a tutorial based on your interest:
|
||||
|
||||
- [AI Inference Service](../../tutorials/building-dapp.md)
|
||||
- [Marketplace Bot](../../tutorials/integration-examples.md)
|
||||
- [Mining Operation](../../tutorials/mining-setup.md)
|
||||
|
||||
## Developer Resources
|
||||
|
||||
### Documentation
|
||||
- [API Reference](../api/)
|
||||
- [SDK Guides](sdks/)
|
||||
- [Examples](examples.md)
|
||||
- [Best Practices](best-practices.md)
|
||||
|
||||
### Tools
|
||||
- [AITBC CLI](tools/cli.md)
|
||||
- [IDE Plugins](tools/ide-plugins.md)
|
||||
- [Testing Framework](tools/testing.md)
|
||||
|
||||
### Community
|
||||
- [Discord](https://discord.gg/aitbc)
|
||||
- [GitHub Discussions](https://github.com/aitbc/discussions)
|
||||
- [Stack Overflow](https://stackoverflow.com/questions/tagged/aitbc)
|
||||
|
||||
## Development Workflow
|
||||
|
||||
### 1. Local Development
|
||||
```bash
|
||||
# Start local testnet
|
||||
aitbc dev start
|
||||
|
||||
# Run tests
|
||||
aitbc test
|
||||
|
||||
# Deploy locally
|
||||
aitbc deploy --local
|
||||
```
|
||||
|
||||
### 2. Testnet Deployment
|
||||
```bash
|
||||
# Configure for testnet
|
||||
aitbc config set network testnet
|
||||
|
||||
# Deploy to testnet
|
||||
aitbc deploy --testnet
|
||||
|
||||
# Verify deployment
|
||||
aitbc status
|
||||
```
|
||||
|
||||
### 3. Production Deployment
|
||||
```bash
|
||||
# Configure for mainnet
|
||||
aitbc config set network mainnet
|
||||
|
||||
# Deploy to production
|
||||
aitbc deploy --mainnet
|
||||
|
||||
# Monitor deployment
|
||||
aitbc monitor
|
||||
```
|
||||
|
||||
## Security Considerations
|
||||
|
||||
### Smart Contract Security
|
||||
- Follow established patterns
|
||||
- Use audited libraries
|
||||
- Test thoroughly
|
||||
- Consider formal verification
|
||||
|
||||
### API Security
|
||||
- Use API keys properly
|
||||
- Implement rate limiting
|
||||
- Validate inputs
|
||||
- Use HTTPS everywhere
|
||||
|
||||
### Key Management
|
||||
- Never commit private keys
|
||||
- Use hardware wallets
|
||||
- Implement multi-sig
|
||||
- Regular key rotation
|
||||
|
||||
## Performance Optimization
|
||||
|
||||
### Job Optimization
|
||||
- Minimize computation overhead
|
||||
- Use efficient data formats
|
||||
- Batch operations when possible
|
||||
- Profile and benchmark
|
||||
|
||||
### Cost Optimization
|
||||
- Optimize resource usage
|
||||
- Use spot instances when possible
|
||||
- Implement caching
|
||||
- Monitor spending
|
||||
|
||||
## Contributing to AITBC
|
||||
|
||||
We welcome contributions! Areas where you can help:
|
||||
|
||||
### Core Protocol
|
||||
- Consensus improvements
|
||||
- New cryptographic primitives
|
||||
- Performance optimizations
|
||||
- Bug fixes
|
||||
|
||||
### Developer Tools
|
||||
- SDK improvements
|
||||
- New language support
|
||||
- Better documentation
|
||||
- Tooling enhancements
|
||||
|
||||
### Ecosystem
|
||||
- Sample applications
|
||||
- Tutorials and guides
|
||||
- Community support
|
||||
- Integration examples
|
||||
|
||||
See our [Contributing Guide](contributing.md) for details.
|
||||
|
||||
## Support
|
||||
|
||||
- 📖 [Documentation](../)
|
||||
- 💬 [Discord](https://discord.gg/aitbc)
|
||||
- 🐛 [Issue Tracker](https://github.com/aitbc/issues)
|
||||
- 📧 [dev-support@aitbc.io](mailto:dev-support@aitbc.io)
|
||||
|
||||
## Next Steps
|
||||
|
||||
1. [Set up your environment](setup.md)
|
||||
2. [Learn about authentication](api-authentication.md)
|
||||
3. [Choose an SDK](sdks/)
|
||||
4. [Build your first app](../../tutorials/)
|
||||
|
||||
Happy building! 🚀
|
||||
Reference in New Issue
Block a user