Editing Idea:Human-AI Software Development Continuum (section)

=== The Context Supremacy Principle ===

'''Discovery:''' Development effectiveness depends more heavily on organizational, project, and individual context factors than on absolute AI capability levels.

'''Contextual Factors Analysis:'''
* Organizational culture accounts for 40.7% of AI effectiveness variance<ref>Organizational Context and AI Tool Effectiveness. (2025). ''Journal of Software Engineering Management''. Multi-organization comparative study.</ref>
* Task complexity and developer experience interactions determine AI value more than tool sophistication
* Cross-industry analysis reveals dramatically different optimal implementation practices

'''Strategic Implications:'''
* Universal optimization strategies are ineffective; context-aware adaptation is essential
* Organizations must develop sophisticated diagnostic capabilities for context assessment
* Implementation frameworks must be flexible and adaptable to specific situational requirements