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

=== Architecture Tasks ===

'''Definition:''' System design, technology selection, scalability planning, infrastructure decisions, and high-level structural planning for software systems.

==== Task Characteristics ====

'''Strategic Nature:'''
* Long-term impact on system evolution and maintenance
* Complex trade-off analysis between multiple competing factors
* Integration of business requirements with technical constraints
* Consideration of future growth, scalability, and adaptability needs

'''Typical Examples:'''
* Database schema design and data architecture planning
* Microservices decomposition and service boundary definition
* Technology stack selection and framework evaluation
* Security architecture and compliance framework design
* Performance optimization strategy and monitoring approach planning

==== Success Factor Analysis ====

'''Critical Success Factors (Weight 5/5):'''
* '''Strategic Thinking:''' Long-term vision and architectural planning capabilities
* '''Domain Expertise:''' Understanding of industry requirements and constraints
* '''Creative Problem-Solving:''' Innovation and novel approach development

'''High Importance Factors (Weight 4/5):'''
* '''Technical Depth:''' Comprehensive understanding of architectural patterns and trade-offs
* '''Context Retention:''' Awareness of project history, constraints, and stakeholder requirements

'''Moderate Importance Factors (Weight 3/5):'''
* '''Communication & Collaboration:''' Stakeholder alignment and decision documentation
* '''Error Recovery:''' Risk assessment and mitigation strategy development

==== Optimal Allocation Strategy ====

'''Primary Approach: Human-Led with AI Analytical Support'''

'''Human Leadership Requirements:'''
* Strategic decision-making and long-term vision development
* Stakeholder communication and requirement synthesis
* Risk assessment and trade-off analysis
* Creative solution development for unprecedented challenges

'''AI Support Capabilities:'''
* Comprehensive option generation and alternative analysis
* Performance modeling and scalability projection
* Best practice research and pattern identification
* Documentation generation and decision rationale recording

'''Success Metrics:'''
* System performance and scalability achievement against projections
* Architectural decision effectiveness over time
* Stakeholder satisfaction with architectural outcomes
* Maintenance overhead and technical debt accumulation rates