Editing Idea:Task Classification for AI-Human Allocation (section)

==== Optimal Allocation Strategy ====

'''Primary Approach: AI Systematic Analysis with Human Strategic Prioritization'''

'''AI Analysis Capabilities:'''
* Code quality assessment and improvement opportunity identification
* Systematic application of refactoring patterns and optimization techniques
* Automated testing and validation of maintenance changes
* Performance monitoring and bottleneck identification

'''Human Strategic Input:'''
* Maintenance priority setting and resource allocation decisions
* Risk assessment for system changes and update timing
* Quality validation and business impact evaluation
* Long-term maintenance strategy development and planning

'''Success Metrics:'''
* Code quality improvement measurement and technical debt reduction
* System performance enhancement and resource utilization optimization
* Maintenance efficiency and time-to-completion for routine tasks
* System reliability and stability maintenance throughout improvement processes