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

==== Optimal Allocation Strategy ====

'''Primary Approach: AI Systems with Human Oversight'''

'''AI System Advantages:'''
* High-speed code generation for routine implementation patterns
* Consistent adherence to coding standards and formatting requirements
* Systematic application of established frameworks and libraries
* Reduced time for syntax lookup and documentation reference

'''Human Oversight Requirements:'''
* Quality validation and architectural consistency review
* Integration testing and system-level verification
* Complex edge case handling and error scenario management
* Adaptation for project-specific requirements and constraints

'''Success Metrics:'''
* Code generation speed and accuracy rates
* Defect density in AI-generated versus human-generated code
* Time savings achieved through AI implementation versus traditional approaches
* Quality scores for integrated AI-generated components