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

=== Current Application Challenges ===

Practical application of task classification frameworks faces several challenges:

'''Contextual Variability:''' The same task type may require different allocation approaches depending on project context, team capabilities, and organizational constraints.

'''Dynamic Task Nature:''' Software development tasks often evolve during execution, potentially changing their optimal allocation category.

'''Measurement Complexity:''' Determining "optimal" allocation requires balancing multiple outcome dimensions including quality, efficiency, learning, and satisfaction.

'''Individual Variation:''' Developer skill levels and AI tool capabilities vary significantly, affecting the applicability of general classification guidelines.