Scarlet is a customized edition of Atlassian Jira designed for high-demand customers, allowing for both vertical and horizontal scaling with features like dynamic cluster resizing and automatic node discovery. It enhances Jira's performance through various technical improvements, including caching with Infinispan and advanced tuning strategies, making it suitable for large-scale environments. The package is available for beta testing free of charge, with professional services offered for setup and optimization.