oib/aitbc
1
0
Fork 0
Code Issues Pull Requests Actions 7 Packages Projects Releases Wiki Activity

feat(coordinator-api): integrate dynamic pricing engine with GPU marketplace and add agent identity router

Browse Source 
- Add DynamicPricingEngine and MarketDataCollector dependencies to GPU marketplace endpoints
- Implement dynamic pricing calculation for GPU registration with market_balance strategy
- Calculate real-time dynamic prices at booking time with confidence scores and pricing factors
- Enhance /marketplace/pricing/{model} endpoint with comprehensive dynamic pricing analysis
  - Add static vs dynamic price
This commit is contained in:
oib
2026-02-28 22:57:10 +01:00
parent 85ae21a568
commit 0e6c9eda72
83 changed files with 30189 additions and 134 deletions
Download Patch File Download Diff File Expand all files Collapse all files

216
docs/10_plan/00_nextMileston.md
View File

@@ -15,18 +15,20 @@ The platform now features a complete agent-first architecture with 6 enhanced se
- **Adaptive Learning Service** (Port 8005) - Reinforcement learning frameworks
- **Enhanced Marketplace Service** (Port 8006) - Royalties, licensing, verification
- **OpenClaw Enhanced Service** (Port 8007) - Agent orchestration, edge computing
- **✅ COMPLETE**: Dynamic Pricing API (Port 8008) - Real-time GPU and service pricing
- **Smart Contract Suite**: Complete blockchain integration with 6 production contracts
- **Multi-Region Deployment**: Edge nodes in US-East, US-West, EU-Central, EU-West, AP-Southeast, AP-Northeast
- **Performance**: 0.08s processing time, 94% accuracy, 220x speedup
- **Global Infrastructure**: Load balancers, Redis caching, monitoring systems
## 🎯 **Next Priority Areas - Global Marketplace Focus**
Strategic development focus areas for the next phase:
- **🔴 HIGH PRIORITY**: Global AI Power Marketplace Launch
- **Cross-Chain Agent Economics**: Multi-blockchain agent wallet integration
- **Autonomous Sub-Tasking**: Agents renting AI power dynamically across regions
- **Decentralized AI Storage Integration**: Global IPFS/Filecoin memory network
- **Ecosystem Grants**: Launching global developer fund via DAO Governance
## 🎯 **Next Priority Areas - Code Development Focus**
Strategic code development focus areas for the next phase:
- **🔴 HIGH PRIORITY**: Global Marketplace API Implementation
- **Cross-Chain Integration**: Multi-blockchain wallet and bridge development
- **✅ COMPLETE**: Agent Identity SDK - Cross-chain agent identity management
- **✅ COMPLETE**: Cross-Chain Reputation System - Multi-chain reputation aggregation and analytics
- **Agent Autonomy Features**: Advanced agent trading and governance protocols
- **Decentralized Storage Integration**: IPFS/Filecoin adapter development
- **Smart Contract Development**: Cross-chain contracts and DAO frameworks
---
@@ -35,158 +37,154 @@ Strategic development focus areas for the next phase:
### Phase 1: Global Marketplace Launch (Weeks 1-4) 🔄 NEXT
**Objective**: Launch the OpenClaw AI Power Marketplace globally with multi-region support and cross-chain economics.
#### 1.1 Global Infrastructure Scaling
- Deploy marketplace services to 10+ global regions (AWS, GCP, Azure)
- Implement geographic load balancing with <50ms response times
- Establish regional GPU provider networks with dynamic pricing
- Create multi-language support for global agent interactions
#### 1.1 Global Infrastructure Code
- Develop multi-region deployment automation frameworks
- Implement geographic load balancing algorithms
- ✅ **COMPLETE**: Create dynamic pricing API for GPU providers
- ✅ **COMPLETE**: Build multi-language support APIs for agent interactions
#### 1.2 Cross-Chain Agent Economics
- Integrate agent wallets with multiple blockchains (Ethereum, Polygon, BSC)
- Implement cross-chain reputation systems with portable scores
- Develop multi-chain payment processing with atomic swaps
- Create blockchain-agnostic agent identity protocols
#### 1.2 Cross-Chain Code Development
- Develop multi-chain wallet integration libraries
- ✅ **COMPLETE**: Implement cross-chain reputation system APIs
- Build atomic swap protocol implementations
- ✅ **COMPLETE**: Create blockchain-agnostic agent identity SDK
#### 1.3 Advanced Agent Autonomy
- Implement agent-to-agent direct trading protocols
- Develop autonomous pricing strategies based on market conditions
- Create agent consortiums for bulk GPU purchasing
- Establish agent governance with on-chain voting
#### 1.3 Advanced Agent Autonomy Code
- ✅ **COMPLETE**: Implement agent-to-agent direct trading protocols
- ✅ **COMPLETE**: Develop autonomous pricing strategy algorithms
- ✅ **COMPLETE**: Create agent consortium formation systems
- ✅ **COMPLETE**: Build on-chain governance voting mechanisms
- ✅ **COMPLETE**: Trading Protocols Implementation - Advanced portfolio management, AMM, and cross-chain bridge
### Phase 2: Decentralized AI Memory & Storage (Weeks 5-8) 🔄 FUTURE
**Objective**: Provide persistent, decentralized memory for agents using global IPFS/Filecoin networks.
#### 2.1 Global Storage Integration
- Deploy IPFS/Filecoin storage adapters across all regions
- Implement content-addressed memory with automatic replication
- Create agent memory markets with storage-as-a-service
- Develop ZK-proof verified memory retrieval systems
#### 2.1 Storage Integration Code
- Develop decentralized storage adapter libraries
- Implement content-addressed memory replication systems
- Create agent memory marketplace APIs
- Build ZK-proof verification systems for memory retrieval
#### 2.2 Shared Knowledge Graphs
- Establish global knowledge graph marketplace
- Implement cross-agent knowledge sharing with royalties
- Create federated learning systems with privacy preservation
- Develop AI model versioning and distribution networks
#### 2.2 Knowledge Graph Code
- Develop global knowledge graph marketplace APIs
- Implement cross-agent knowledge sharing protocols
- Create federated learning system frameworks
- Build AI model versioning and distribution networks
### Phase 3: Developer Ecosystem & Global DAO (Weeks 9-12) 🔄 FUTURE
**Objective**: Bootstrap the global network with developer grants and decentralized governance.
#### 3.1 Global Developer Programs
- Launch worldwide hackathons with regional focus
- Implement automated bounty boards with multi-chain rewards
- Create developer certification programs with on-chain credentials
- Establish regional developer hubs and incubators
#### 3.1 Developer Platform Code
- Develop automated bounty board systems
- Create developer certification tracking APIs
- Build regional developer hub management systems
- Implement multi-chain reward distribution protocols
#### 3.2 Global DAO Governance
#### 3.2 DAO Governance Code
- Implement multi-jurisdictional DAO framework
- Create regional governance councils with local representation
- Develop global treasury management with multi-currency support
- Establish agent developer staking and reward systems
- Create regional governance council systems
- Build global treasury management protocols
- Develop agent developer staking and reward systems
---
## Success Metrics & KPIs
### Phase 1 Success Metrics
- **Global Coverage**: 10+ regions with <100ms latency
- **Agent Adoption**: 1,000+ active autonomous agents
- **Cross-Chain Volume**: $1M+ daily cross-chain transactions
- **Marketplace Liquidity**: 100+ GPU providers globally
- **API Performance**: <100ms response time globally
- **Code Coverage**: 95%+ test coverage for marketplace APIs
- **Cross-Chain Integration**: 3+ blockchain networks supported
- **Agent Autonomy**: 10+ autonomous trading algorithms implemented
### Phase 2 Success Metrics
- **Storage Network**: 1PB+ decentralized storage capacity
- **Knowledge Graph**: 10,000+ shared AI models
- **Memory Markets**: 100M+ agent memory transactions
- **Privacy Preservation**: 95%+ ZK-proof verification rate
- **Storage APIs**: 1PB+ storage capacity through adapters
- **Knowledge Graph**: 10,000+ shared AI models via APIs
- **Memory Systems**: 100M+ memory transactions processed
- **ZK-Proof Systems**: 95%+ verification rate for memory retrieval
### Phase 3 Success Metrics
- **Developer Adoption**: 5,000+ active developers
- **DAO Participation**: 10,000+ governance token holders
- **Grant Distribution**: $10M+ developer grants deployed
- **Regional Hubs**: 20+ regional developer centers
- **Developer APIs**: 5,000+ active API users
- **DAO Framework**: Multi-jurisdictional governance deployed
- **Grant Systems**: $10M+ automated grant distribution
- **Regional Systems**: 20+ regional hub management systems
---
## Technical Implementation Roadmap
### Infrastructure Requirements
- **Global CDN**: Cloudflare Workers + Regional Edge Nodes
- **Multi-Cloud**: AWS (primary), GCP (AI/ML), Azure (Enterprise)
- **Storage**: IPFS + Filecoin + Regional S3 backups
- **Blockchain**: Ethereum (Layer 1) + Polygon (Layer 2) + BSC (Asia)
### Code Development Requirements
- **Global CDN APIs**: Custom edge node integration and caching systems
- **Multi-Cloud Abstraction**: Cloud-agnostic deployment and management systems
- **Storage Integration**: Decentralized storage adapter implementations
- **Blockchain Integration**: Multi-chain wallet and bridge development
### Smart Contract Development
- **Cross-Chain Bridge**: Implement secure asset transfer protocols
- **Agent Registry**: Multi-chain agent identity system
- **Marketplace Contracts**: Global trading and reputation systems
- **DAO Framework**: Multi-jurisdictional governance protocols
- **Cross-Chain Bridge Code**: Secure asset transfer protocol implementations
- **Agent Registry SDK**: Multi-chain agent identity system
- **Marketplace Contract APIs**: Global trading and reputation system APIs
- **DAO Framework Code**: Multi-jurisdictional governance protocol implementations
### AI Agent Enhancements
- **Multi-Modal Processing**: Enhanced video and 3D model processing
- **Federated Learning**: Privacy-preserving collaborative training
- **Autonomous Trading**: Advanced market-making algorithms
- **Cross-Chain Communication**: Blockchain-agnostic agent protocols
### AI Agent Code Enhancements
- **Multi-Modal Processing**: Enhanced video and 3D model processing libraries
- **Federated Learning**: Privacy-preserving collaborative training frameworks
- **Autonomous Trading**: Advanced market-making algorithm implementations
- **Cross-Chain Communication**: Blockchain-agnostic agent protocol SDKs
---
## Risk Mitigation & Compliance
## Code Quality & Testing
### Regulatory Compliance
- **Multi-Jurisdiction**: Legal frameworks for US, EU, APAC regions
- **KYC/AML**: Automated compliance for agent transactions
- **Data Privacy**: GDPR, CCPA, and regional privacy law compliance
- **Financial Regulations**: Securities and trading compliance globally
### Testing Requirements
- **Unit Tests**: 95%+ coverage for all new APIs
- **Integration Tests**: Cross-chain and storage system integration
- **Performance Tests**: Load testing for global marketplace APIs
- **Security Tests**: Smart contract and bridge security audits
### Technical Risk Mitigation
- **Multi-Cloud Redundancy**: Avoid single provider dependencies
- **Cross-Chain Security**: Advanced bridge security protocols
- **Agent Safety**: Robust agent behavior monitoring and controls
- **Network Resilience**: Global DDoS protection and failover systems
### Code Standards
- **Documentation**: Full API documentation with OpenAPI specs
- **Code Review**: Mandatory peer review for all smart contracts
- **CI/CD**: Automated testing and deployment pipelines
- **Monitoring**: Comprehensive logging and performance metrics
---
## Timeline & Milestones
## Development Timeline
### Q2 2026 (Weeks 1-12)
- **Weeks 1-4**: Global marketplace launch with 5 regions
- **Weeks 5-8**: Cross-chain integration and storage network
- **Weeks 9-12**: Developer ecosystem launch and DAO governance
- **Weeks 1-4**: Global marketplace API development and testing
- **Weeks 5-8**: Cross-chain integration and storage adapter development
- **Weeks 9-12**: Developer platform and DAO framework implementation
### Q3 2026 (Weeks 13-24)
- **Weeks 13-16**: Global expansion to 10+ regions
- **Weeks 17-20**: Advanced AI features and federated learning
- **Weeks 21-24**: Enterprise partnerships and scalability optimization
- **Weeks 13-16**: Global expansion APIs and optimization
- **Weeks 17-20**: Advanced AI features and federated learning systems
- **Weeks 21-24**: Enterprise integration APIs and scalability optimization
---
## Resource Requirements
## Technical Deliverables
### Technical Team
- **Blockchain Engineers**: 3-5 engineers for cross-chain development
- **AI/ML Engineers**: 4-6 engineers for agent autonomy
- **DevOps Engineers**: 2-3 engineers for global infrastructure
- **Security Engineers**: 2 engineers for compliance and safety
### Code Deliverables
- **Marketplace APIs**: Complete REST/GraphQL API suite
- **Cross-Chain SDKs**: Multi-chain wallet and bridge libraries
- **Storage Adapters**: IPFS/Filecoin integration packages
- **Smart Contracts**: Audited and deployed contract suite
- **Agent Frameworks**: Enhanced autonomy and governance protocols
### Infrastructure Budget
- **Cloud Services**: $50K/month for global infrastructure
- **Blockchain Gas**: $20K/month for cross-chain operations
- **Storage Network**: $10K/month for IPFS/Filecoin
- **CDN & Edge**: $15K/month for global content delivery
### Developer Ecosystem
- **Grant Program**: $5M+ for global developer grants
- **Hackathon Prizes**: $500K+ for regional events
- **Incubator Programs**: $1M+ for developer hubs
- **Documentation**: $200K+ for multi-language docs
### Documentation Deliverables
- **API Documentation**: Complete OpenAPI specifications
- **SDK Documentation**: Multi-language developer guides
- **Architecture Docs**: System design and integration guides
- **Testing Documentation**: Test suites and quality assurance procedures
---
## Next Steps
## Next Development Steps
1. **Immediate (Week 1)**: Begin global infrastructure deployment
2. **Short-term (Weeks 2-4)**: Launch marketplace in initial regions
3. **Medium-term (Weeks 5-12)**: Scale to full global coverage
4. **Long-term (Q3 2026)**: Establish autonomous agent ecosystem
1. **Immediate (Week 1)**: Begin global marketplace API development
2. **Short-term (Weeks 2-4)**: Implement cross-chain integration libraries
3. **Medium-term (Weeks 5-12)**: Develop storage adapters and DAO frameworks
4. **Long-term (Q3 2026)**: Build advanced AI features and optimization systems
This milestone represents the transition from production-ready platform to global AI power marketplace, establishing AITBC as the premier platform for autonomous AI agent economics and worldwide GPU power trading.
This milestone represents the transition from production-ready platform to global AI power marketplace codebase, establishing AITBC as the premier platform for autonomous AI agent economics and worldwide GPU power trading through robust software development.