Beyond Python: How AI Workflow Orchestration Shapes Token Efficiency

This experiment challenges the Python-default mindset by revealing how orchestration tools like Weft can significantly optimize AI token usage. It highlights that the structural design of AI workflows—specifically context management and stage coordination—is just as crucial for cost efficiency as traditional prompt engineering.