Jane's experience illustrates the significant challenges faced by engineering teams as they grow, particularly regarding the overwhelming volume of GitHub notifications and its impact on productivity. As teams expand, unmanaged pull request (PR) notifications can disrupt workflow, reduce focus, and obscure critical updates. GitHub's existing tools, while initially useful, struggle to scale with increased team sizes, leading to fragmented visibility and the risk of important issues slipping through the cracks. Graphite emerges as a solution, offering a consolidated platform to manage the PR lifecycle efficiently, featuring custom filters, noise reduction, Slack integration, and advanced analytics. This tool is designed to streamline notification management and enhance productivity for engineering teams dealing with high notification volumes, providing a more focused and efficient work environment.