Pi's minimalist harness design is significantly improving the cost and performance of modern coding agents. By focusing strictly on essential functionality, the streamlined approach eliminates unnecessary overhead. Real-world applications from Databricks and Shopify's pi-autoresearch extension demonstrate the practical advantages of this highly efficient system.