While existing solutions like Agendash provided basic job management features, there were limitations such as delayed pull request merges and occasional bugs, particularly with essential functionalities like deleting or queuing jobs. Additionally, UI/UX improvements were desired. Although many crucial bugs were eventually fixed, Lexis Solutions identified room for enhancement in job queue dashboard solutions.