This article details Shopify's extensive preparations for the Black Friday Cyber Monday (BFCM) weekend, including year-round capacity planning and chaos engineering exercises. It outlines how the team conducts load testing and scale tests to identify and fix potential bottlenecks before peak traffic. The focus is on ensuring the infrastructure can handle unprecedented demand in 2025.