Editing Research:Question-31-Task-Classification-Validation (section)

=== Task Classification Framework Origins ===

The 8-category task classification system emerged from systematic analysis of software development activities and their suitability for human versus AI execution. The framework categorizes tasks based on multiple dimensions including complexity, creativity requirements, contextual knowledge needs, and interaction intensity.

'''The Eight Categories:'''
# '''Routine Coding:''' Standardized implementation tasks with clear patterns
# '''Complex Problem Solving:''' Multi-dimensional challenges requiring novel approaches
# '''Creative Design:''' Tasks requiring innovation and aesthetic judgment
# '''Context-Heavy Analysis:''' Activities demanding deep domain knowledge
# '''Collaborative Tasks:''' Work requiring extensive human interaction
# '''Quality Assurance:''' Testing, review, and validation activities
# '''Documentation:''' Knowledge capture and communication tasks
# '''Strategic Planning:''' High-level decision making and direction setting