Inverting the AI Coding Loop to Prevent Burnout and Skill Loss

A practical workflow framework proposes flipping conventional agent harness patterns to prevent AI burnout. Instead of reviewing alien generated code, engineers write the implementation while delegating bookkeeping, planning, and codebase exploration to the model.