c274c95fa1
Some checks failed
Cross-Node Transaction Testing / transaction-test (push) Successful in 2s
Deploy to Testnet / deploy-testnet (push) Successful in 1m5s
Documentation Validation / validate-docs (push) Failing after 9s
Multi-Node Stress Testing / stress-test (push) Has been cancelled
Node Failover Simulation / failover-test (push) Has been cancelled
Documentation Validation / validate-policies-strict (push) Successful in 5s
- Removed ✅ IMPLEMENTED and 🔄 PARTIAL status markers - Reverted all task statuses to 'Pending implementation' - Kept original task descriptions unchanged
272 lines
10 KiB
Markdown
272 lines
10 KiB
Markdown
# AITBC Development Roadmap
|
|
|
|
This roadmap aggregates high-priority tasks derived from the bootstrap
|
|
specifications in `docs/bootstrap/` and tracks progress across the monorepo.
|
|
Update this document as milestones evolve.
|
|
|
|
## Upcoming Improvements (2026-02-14+)
|
|
|
|
### High Priority - Security & Stability
|
|
|
|
- **Rate Limiting**
|
|
- Replace in-memory rate limiter with Redis-backed implementation
|
|
- Support for distributed rate limiting across multiple instances
|
|
- Configurable limits per endpoint
|
|
- Status: Pending implementation
|
|
|
|
- **Request Validation Middleware**
|
|
- Add request size limits for all endpoints
|
|
- Input sanitization for all user inputs
|
|
- SQL injection and XSS prevention
|
|
- Status: Pending implementation
|
|
|
|
- **Audit Logging**
|
|
- Comprehensive audit logging for sensitive operations
|
|
- Track: API key usage, admin actions, configuration changes
|
|
- Integration with existing `AuditLogger` class
|
|
- Status: Pending implementation
|
|
|
|
### Medium Priority - Performance & Quality
|
|
|
|
- **Redis-backed Mempool (Production)**
|
|
- Add Redis adapter for mempool in production
|
|
- Support for distributed mempool across nodes
|
|
- Better persistence and recovery
|
|
- Status: Pending implementation
|
|
|
|
- **Async I/O Conversion**
|
|
- Convert blocking I/O operations to async where possible
|
|
- Use `aiohttp` or `httpx` async clients for external API calls
|
|
- Async database operations with SQLModel
|
|
- Status: Pending implementation
|
|
|
|
- **Custom Business Metrics**
|
|
- Add Prometheus metrics for business logic
|
|
- Track: jobs created, miners registered, payments processed
|
|
- Custom dashboards for operational visibility
|
|
- Status: Pending implementation
|
|
|
|
### Low Priority - Polish & Documentation
|
|
|
|
- **API Documentation Enhancement**
|
|
- Add detailed endpoint descriptions
|
|
- Include request/response examples
|
|
- Add code samples for common operations
|
|
- Status: Pending implementation
|
|
|
|
- **Architecture Diagrams**
|
|
- Create architecture diagrams for `docs/`
|
|
- Include data flow diagrams
|
|
- Service interaction diagrams
|
|
- Deployment architecture diagrams
|
|
- Status: Pending implementation
|
|
|
|
- **Operational Runbook**
|
|
- Create operational runbook for production
|
|
- Include: deployment procedures, troubleshooting guides
|
|
- Escalation procedures and contact information
|
|
- Status: Pending implementation
|
|
|
|
- **Chaos Engineering Tests**
|
|
- Add tests for service failures
|
|
- Test network partitions and recovery
|
|
- Simulate database outages
|
|
- Status: Pending implementation
|
|
|
|
## Stage 23 — Publish v0.1 Release Preparation [PLANNED]
|
|
|
|
Prepare for the v0.1 public release with comprehensive packaging, deployment,
|
|
and security measures.
|
|
|
|
### Package Publishing Infrastructure
|
|
|
|
### Deployment Automation
|
|
|
|
- **System Service One-Command Setup** 🔄
|
|
- [ ] Create comprehensive systemd service configuration
|
|
- [ ] Implement one-command deployment script (`./deploy.sh`)
|
|
- [ ] Add environment configuration templates (.env.example)
|
|
- [ ] Configure service health checks and monitoring
|
|
- [ ] Create service dependency management and startup ordering
|
|
- [ ] Add automatic SSL certificate generation via Let's Encrypt
|
|
|
|
### Security & Audit
|
|
|
|
- **Professional Security Audit** 🔄
|
|
- [ ] Engage third-party security auditor for critical components
|
|
- [ ] Perform comprehensive Circom circuit security review
|
|
- [ ] Audit ZK proof implementations and verification logic
|
|
- [ ] Review token economy and economic attack vectors
|
|
- [ ] Document security findings and remediation plan
|
|
- [ ] Implement security fixes and re-audit as needed
|
|
|
|
### Repository Optimization
|
|
|
|
### Distribution & Binaries
|
|
|
|
- **Prebuilt Miner Binaries** 🔄
|
|
- [ ] Build cross-platform miner binaries (Linux, Windows, macOS)
|
|
- [ ] Integrate vLLM support for optimized LLM inference
|
|
- [ ] Create binary distribution system via GitHub Releases
|
|
- [ ] Add automatic binary building in CI/CD pipeline
|
|
- [ ] Create installation guides and binary verification instructions
|
|
- [ ] Implement binary signature verification for security
|
|
|
|
### Release Documentation
|
|
|
|
- **Technical Documentation** 🔄
|
|
- [ ] Complete API reference documentation
|
|
- [ ] Create comprehensive deployment guide
|
|
- [ ] Write security best practices guide
|
|
- [ ] Document troubleshooting and FAQ
|
|
- [ ] Create video tutorials for key workflows
|
|
|
|
### Quality Assurance
|
|
|
|
- **Testing & Validation** 🔄
|
|
- [ ] Complete end-to-end testing of all components
|
|
- [ ] Perform load testing for production readiness
|
|
- [ ] Validate cross-platform compatibility
|
|
- [ ] Test disaster recovery procedures
|
|
- [ ] Verify security measures under penetration testing
|
|
|
|
### Release Timeline
|
|
|
|
| Component | Target Date | Priority | Status |
|
|
| ----------------- | ----------- | -------- | -------------- |
|
|
| PyPI packages | Q2 2026 | High | 🔄 In Progress |
|
|
| npm packages | Q2 2026 | High | 🔄 In Progress |
|
|
| Prebuilt binaries | Q2 2026 | Medium | 🔄 Planned |
|
|
| Documentation | Q2 2026 | High | 🔄 In Progress |
|
|
|
|
## AITBC Uniqueness — Competitive Differentiators
|
|
|
|
### Advanced Privacy & Cryptography
|
|
|
|
- **Full zkML + FHE Integration**
|
|
- Implement zero-knowledge machine learning for private model inference
|
|
- Add fully homomorphic encryption for private prompts and model weights
|
|
- Enable confidential AI computations without revealing sensitive data
|
|
- Status: Research phase, prototype development planned Q3 2026
|
|
|
|
- **Hybrid TEE/ZK Verification**
|
|
- Combine Trusted Execution Environments with zero-knowledge proofs
|
|
- Implement dual-layer verification for enhanced security guarantees
|
|
- Support for Intel SGX, AMD SEV, and ARM TrustZone integration
|
|
- Status: Architecture design, implementation planned Q4 2026
|
|
|
|
### Decentralized AI Economy
|
|
|
|
- **On-Chain Model Marketplace**
|
|
- Deploy smart contracts for AI model trading and licensing
|
|
- Implement automated royalty distribution for model creators
|
|
- Enable model versioning and provenance tracking on blockchain
|
|
- Status: Smart contract development, integration planned Q3 2026
|
|
|
|
- **Verifiable AI Agent Orchestration**
|
|
- Create decentralized AI agent coordination protocols
|
|
- Implement agent reputation and performance tracking
|
|
- Enable cross-agent collaboration with cryptographic guarantees
|
|
- Status: Protocol specification, implementation planned Q4 2026
|
|
|
|
### Infrastructure & Performance
|
|
|
|
- **Edge/Consumer GPU Focus**
|
|
- Optimize for consumer-grade GPU hardware (RTX, Radeon)
|
|
- Implement edge computing nodes for low-latency inference
|
|
- Support for mobile and embedded GPU acceleration
|
|
- Status: Optimization in progress, full rollout Q2 2026
|
|
|
|
- **Geo-Low-Latency Matching**
|
|
- Implement intelligent geographic load balancing
|
|
- Add network proximity-based job routing
|
|
- Enable real-time latency optimization for global deployments
|
|
- Status: Core infrastructure implemented, enhancements planned Q3 2026
|
|
|
|
### Competitive Advantages Summary
|
|
|
|
| Feature | Innovation | Target Date | Competitive Edge |
|
|
| -------------------- | --------------------------- | ----------- | --------------------------------- |
|
|
| zkML + FHE | Privacy-preserving AI | Q3 2026 | First-to-market with full privacy |
|
|
| Hybrid TEE/ZK | Multi-layer security | Q4 2026 | Unmatched verification guarantees |
|
|
| On-Chain Marketplace | Decentralized AI economy | Q3 2026 | True ownership and royalties |
|
|
| Verifiable Agents | Trustworthy AI coordination | Q4 2026 | Cryptographic agent reputation |
|
|
| Edge GPU Focus | Democratized compute | Q2 2026 | Consumer hardware optimization |
|
|
| Geo-Low-Latency | Global performance | Q3 2026 | Sub-100ms response worldwide |
|
|
|
|
---
|
|
|
|
## Phase 5: Integration & Production Deployment - 🔄 IN PROGRESS
|
|
|
|
**Start Date**: February 27, 2026
|
|
**Duration**: 10 weeks (February 27 - May 6, 2026)
|
|
**Status**: 🔄 **PLANNING AND PREPARATION**
|
|
|
|
### **Phase 5.1**: Integration Testing & Quality Assurance (Weeks 1-2) 🔄 IN PROGRESS
|
|
|
|
- **Task Plan 25**: Integration Testing & Quality Assurance - ✅ COMPLETE
|
|
- **Implementation**: Ready to begin comprehensive testing
|
|
- **Resources**: 2-3 QA engineers, 2 backend developers, 2 frontend developers
|
|
- **Timeline**: February 27 - March 12, 2026
|
|
|
|
### **Phase 5.2**: Production Deployment (Weeks 3-4) 🔄 PLANNED
|
|
|
|
- **Task Plan 26**: Production Deployment Infrastructure - ✅ COMPLETE
|
|
- **Implementation**: Ready to begin production deployment
|
|
- **Resources**: 2-3 DevOps engineers, 2 backend engineers, 1 database
|
|
administrator
|
|
- **Timeline**: March 13 - March 26, 2026
|
|
|
|
### **Phase 5.3**: Market Launch & User Onboarding (Weeks 5-6) 🔄 PLANNED
|
|
|
|
- **Implementation**: Market launch preparation and user onboarding
|
|
- **Resources**: Marketing team, support team, community managers
|
|
- **Timeline**: March 27 - April 9, 2026
|
|
|
|
### **Phase 5.4**: Scaling & Optimization (Weeks 7-10) 🔄 PLANNED
|
|
|
|
- **Implementation**: Scale platform for production workloads
|
|
- **Resources**: Performance engineers, infrastructure team
|
|
- **Timeline**: April 10 - May 6, 2026
|
|
|
|
## Current Project Status
|
|
|
|
### **Current Phase**
|
|
|
|
- 🔄 **Phase 5**: Integration & Production Deployment - IN PROGRESS
|
|
|
|
### **Upcoming Phases**
|
|
|
|
- 📋 **Phase 6**: Multi-Chain Ecosystem & Global Scale - PLANNED
|
|
|
|
## Next Steps
|
|
|
|
### **Immediate Actions (Week 1)**
|
|
|
|
1. **Begin Integration Testing**: Start comprehensive end-to-end testing
|
|
2. **Backend Integration**: Connect frontend components with backend services
|
|
3. **API Testing**: Test all API endpoints and integrations
|
|
4. **Performance Testing**: Load testing and optimization
|
|
5. **Security Testing**: Begin security audit and testing
|
|
|
|
### **Short-term Actions (Weeks 2-4)**
|
|
|
|
1. **Complete Integration Testing**: Finish comprehensive testing
|
|
2. **Production Infrastructure**: Set up production environment
|
|
3. **Database Migration**: Migrate to production database
|
|
4. **Smart Contract Deployment**: Deploy to mainnet
|
|
5. **Monitoring Setup**: Implement production monitoring
|
|
|
|
### **Medium-term Actions (Weeks 5-10)**
|
|
|
|
1. **Production Deployment**: Deploy complete platform to production
|
|
2. **User Acceptance Testing**: User feedback and iteration
|
|
3. **Market Launch**: Prepare for market launch
|
|
4. **User Onboarding**: Conduct user training and onboarding
|
|
5. **Scaling & Optimization**: Scale platform for production workloads
|
|
|
|
---
|
|
|
|
_This roadmap continues to evolve as we implement new features and
|
|
improvements._
|