DigitalOcean, a cloud provider, faced significant technical debt due to early architectural decisions that couldn't scale with its rapid growth. Initially, their system, built on a Rails application, relied heavily on a MySQL database to manage communications between services like Cloud, Scheduler, and DOBE. As traffic surged by over 10,000% from 2012 to 2016, this setup led to over 15,000 direct database connections, creating performance bottlenecks and outages. To address these issues, DigitalOcean implemented a comprehensive rearchitecture involving the development of an Event Router to reduce direct database connections, a revamped Scheduler V2 for improved performance, and Harpoon, an abstraction layer to handle database interactions. These changes helped decentralize the system and eliminated the MySQL database's role as a message queue, ultimately enhancing scalability and reliability. This transformation reflects DigitalOcean's commitment to simple and elegant solutions, paralleling the typical challenges faced by tech companies dealing with legacy systems and technical debt.