Mercari has continuously improved its site reliability and performance to handle rising traffic and data volumes. Improvements included introducing dedicated servers and load balancers, partitioning databases and search servers, optimizing code, and moving to a scheduled automated deployment process. The site reliability engineering team is responsible for ensuring high availability, performance, and security through infrastructure changes and application tuning as Mercari has grown 500% since 2014.