Phase 0 completion: NT8 SDK core framework with risk management and position sizing
Some checks failed
Build and Test / build (push) Has been cancelled
Some checks failed
Build and Test / build (push) Has been cancelled
This commit is contained in:
Billy Valentine
258
ai_success_metrics.md
Normal file
258
ai_success_metrics.md
Normal file
@@ -0,0 +1,258 @@
|
||||
# AI Team Success Metrics and Monitoring
|
||||
|
||||
## Key Performance Indicators (KPIs)
|
||||
|
||||
### Technical Quality Metrics
|
||||
|
||||
#### Build Success Rate
|
||||
**Target**: >98%
|
||||
- **Measurement**: Percentage of commits that pass `.\verify-build.bat`
|
||||
- **Tracking**: Daily monitoring of build failures
|
||||
- **Action Threshold**: <95% triggers immediate review
|
||||
|
||||
#### NT8 Compilation Success
|
||||
**Target**: 100% for wrapper classes
|
||||
- **Measurement**: Wrapper classes compile successfully in NT8 NinjaScript Editor
|
||||
- **Tracking**: Test compilation with each wrapper submission
|
||||
- **Action Threshold**: Any compilation failure requires immediate fix
|
||||
|
||||
#### Code Quality Score
|
||||
**Target**: >90%
|
||||
- **Measurement**: Automated analysis of:
|
||||
- C# 5.0 syntax compliance
|
||||
- Proper error handling patterns
|
||||
- Code documentation coverage
|
||||
- Adherence to established patterns
|
||||
- **Tracking**: Weekly quality audits
|
||||
- **Action Threshold**: <85% triggers code review and training
|
||||
|
||||
### Functional Metrics
|
||||
|
||||
#### Test Coverage
|
||||
**Target**: >80% for new code
|
||||
- **Measurement**: Unit test coverage percentage
|
||||
- **Tracking**: Coverage reports with each task completion
|
||||
- **Action Threshold**: <75% requires additional tests before approval
|
||||
|
||||
#### Integration Success Rate
|
||||
**Target**: 100%
|
||||
- **Measurement**: NT8 integration tests pass on first attempt
|
||||
- **Tracking**: Integration test results for each wrapper
|
||||
- **Action Threshold**: Any failure requires root cause analysis
|
||||
|
||||
#### Performance Compliance
|
||||
**Target**: <200ms latency for critical paths
|
||||
- **Measurement**: Execution time for data conversion and order processing
|
||||
- **Tracking**: Performance benchmarks with each release
|
||||
- **Action Threshold**: >300ms triggers optimization review
|
||||
|
||||
### Architecture Compliance
|
||||
|
||||
#### Risk-First Pattern Adherence
|
||||
**Target**: 100%
|
||||
- **Measurement**: All trading paths go through IRiskManager
|
||||
- **Tracking**: Code review verification
|
||||
- **Action Threshold**: Any bypass attempt requires immediate correction
|
||||
|
||||
#### Framework Compatibility
|
||||
**Target**: 100%
|
||||
- **Measurement**: All code uses .NET Framework 4.8 compatible features
|
||||
- **Tracking**: Compilation and runtime testing
|
||||
- **Action Threshold**: Any incompatibility requires immediate fix
|
||||
|
||||
#### Phase Boundary Respect
|
||||
**Target**: 100%
|
||||
- **Measurement**: No implementation of future phase features
|
||||
- **Tracking**: Feature scope review with each task
|
||||
- **Action Threshold**: Any scope creep requires task redefinition
|
||||
|
||||
## Monitoring Dashboard
|
||||
|
||||
### Daily Metrics (Automated)
|
||||
```
|
||||
┌─────────────────────────────────────────┐
|
||||
│ NT8 SDK - Daily AI Team Metrics │
|
||||
├─────────────────────────────────────────┤
|
||||
│ Build Success Rate: 98.2% ✅ │
|
||||
│ NT8 Compilation: 100.0% ✅ │
|
||||
│ Test Coverage: 87.3% ✅ │
|
||||
│ Performance Compliance: 100.0% ✅ │
|
||||
│ │
|
||||
│ Tasks Completed Today: 3 │
|
||||
│ Code Quality Issues: 1 │
|
||||
│ Integration Failures: 0 │
|
||||
│ │
|
||||
│ 🚨 Alerts: None │
|
||||
└─────────────────────────────────────────┘
|
||||
```
|
||||
|
||||
### Weekly Report Template
|
||||
```markdown
|
||||
# NT8 SDK AI Team - Weekly Report
|
||||
|
||||
## Summary
|
||||
- **Tasks Completed**: X/Y planned
|
||||
- **Quality Score**: X% (Target: >90%)
|
||||
- **Build Success**: X% (Target: >98%)
|
||||
- **Integration Success**: X% (Target: 100%)
|
||||
|
||||
## Achievements
|
||||
- [List major completions]
|
||||
- [Notable quality improvements]
|
||||
- [Performance optimizations]
|
||||
|
||||
## Issues and Resolutions
|
||||
- [Technical challenges encountered]
|
||||
- [Solutions implemented]
|
||||
- [Process improvements made]
|
||||
|
||||
## Next Week Focus
|
||||
- [Priority tasks]
|
||||
- [Risk mitigation items]
|
||||
- [Quality improvements planned]
|
||||
|
||||
## Metrics Trends
|
||||
- [Graphs/charts of key metrics]
|
||||
- [Improvement/degradation analysis]
|
||||
- [Corrective actions needed]
|
||||
```
|
||||
|
||||
## Quality Assurance Process
|
||||
|
||||
### Code Review Checklist Integration
|
||||
Every submission must pass:
|
||||
|
||||
#### Automated Checks (Pre-Review)
|
||||
- [ ] `.\verify-build.bat` passes
|
||||
- [ ] NT8 compilation test passes (for wrappers)
|
||||
- [ ] Unit tests achieve >80% coverage
|
||||
- [ ] No C# 6+ syntax detected
|
||||
- [ ] No .NET Core dependencies detected
|
||||
|
||||
#### Human Review (Post-Automated)
|
||||
- [ ] Follows established code patterns
|
||||
- [ ] Proper error handling implemented
|
||||
- [ ] Integration points correctly implemented
|
||||
- [ ] Documentation adequate
|
||||
- [ ] Performance acceptable
|
||||
|
||||
### Escalation Matrix
|
||||
|
||||
#### Green Zone (Normal Operations)
|
||||
- Build success >98%
|
||||
- Quality score >90%
|
||||
- All tests passing
|
||||
- **Action**: Continue normal operations
|
||||
|
||||
#### Yellow Zone (Caution)
|
||||
- Build success 95-98%
|
||||
- Quality score 85-90%
|
||||
- <5% test failures
|
||||
- **Action**: Daily quality review, additional training
|
||||
|
||||
#### Red Zone (Immediate Action Required)
|
||||
- Build success <95%
|
||||
- Quality score <85%
|
||||
- >5% test failures
|
||||
- **Action**: Stop new development, focus on fixing issues
|
||||
|
||||
## Training and Improvement
|
||||
|
||||
### Onboarding Metrics for New AI Agents
|
||||
|
||||
#### Week 1 Targets
|
||||
- [ ] Complete documentation review (100%)
|
||||
- [ ] Pass initial code pattern quiz (>90%)
|
||||
- [ ] Submit first simple task (compiles successfully)
|
||||
- [ ] Demonstrate NT8 compilation process
|
||||
|
||||
#### Week 2 Targets
|
||||
- [ ] Complete medium complexity task
|
||||
- [ ] Achieve >85% code quality score
|
||||
- [ ] Pass integration testing
|
||||
- [ ] Demonstrate error handling patterns
|
||||
|
||||
#### Week 4 Targets (Full Productivity)
|
||||
- [ ] Achieve target metrics consistently
|
||||
- [ ] Complete complex tasks independently
|
||||
- [ ] Mentor newer AI agents
|
||||
- [ ] Contribute to process improvements
|
||||
|
||||
### Continuous Improvement Process
|
||||
|
||||
#### Monthly Review Process
|
||||
1. **Metrics Analysis**: Review all KPIs and trends
|
||||
2. **Root Cause Analysis**: Identify systemic issues
|
||||
3. **Process Updates**: Refine guidelines and templates
|
||||
4. **Training Updates**: Address knowledge gaps
|
||||
5. **Tool Improvements**: Enhance automation and validation
|
||||
|
||||
#### Feedback Loops
|
||||
- **Daily**: Automated metric collection and alerts
|
||||
- **Weekly**: Team performance review and planning
|
||||
- **Monthly**: Process and guideline improvements
|
||||
- **Quarterly**: Strategic direction and goal adjustment
|
||||
|
||||
## Risk Management
|
||||
|
||||
### Technical Risk Monitoring
|
||||
|
||||
#### High-Risk Indicators
|
||||
- Multiple build failures in sequence
|
||||
- NT8 compilation issues appearing
|
||||
- Performance degradation trends
|
||||
- Increasing error rates in integration tests
|
||||
|
||||
#### Mitigation Strategies
|
||||
- **Immediate**: Halt new development, focus on fixes
|
||||
- **Short-term**: Additional code reviews and pair programming
|
||||
- **Long-term**: Enhanced training and better tooling
|
||||
|
||||
### Project Risk Monitoring
|
||||
|
||||
#### Schedule Risk Indicators
|
||||
- Tasks consistently missing deadlines
|
||||
- Quality requiring extensive rework
|
||||
- Integration issues blocking progress
|
||||
|
||||
#### Quality Risk Indicators
|
||||
- Declining code quality scores
|
||||
- Increasing technical debt
|
||||
- Pattern violations becoming common
|
||||
|
||||
## Success Celebration and Recognition
|
||||
|
||||
### Achievement Milestones
|
||||
- **First Successful NT8 Integration**: Complete wrapper compiles and runs
|
||||
- **Quality Excellence**: Sustained >95% quality scores
|
||||
- **Performance Achievement**: All performance targets met
|
||||
- **Zero Defect Delivery**: Full task with no post-delivery issues
|
||||
|
||||
### Recognition Criteria
|
||||
- Exceptional code quality
|
||||
- Innovation in solving complex problems
|
||||
- Helping other agents improve
|
||||
- Identifying and fixing systemic issues
|
||||
|
||||
## Reporting and Communication
|
||||
|
||||
### Stakeholder Updates
|
||||
|
||||
#### Daily (Automated)
|
||||
- Build status dashboard
|
||||
- Critical issue alerts
|
||||
- Progress against milestones
|
||||
|
||||
#### Weekly (Manual)
|
||||
- Detailed progress report
|
||||
- Quality metrics analysis
|
||||
- Risk assessment update
|
||||
- Next week planning
|
||||
|
||||
#### Monthly (Strategic)
|
||||
- Overall project health
|
||||
- Trend analysis and forecasting
|
||||
- Process improvement recommendations
|
||||
- Resource and timeline adjustments
|
||||
|
||||
This comprehensive monitoring system ensures AI team success while maintaining the high standards required for institutional trading software.
|
||||
Reference in New Issue
Block a user