Building new features for a product can be exciting, but removing unnecessary ones is often crucial to maintaining a cohesive user experience and reducing ongoing development costs. Features, even when initially simple to implement, can incur unforeseen maintenance challenges, such as user confusion or compatibility issues with other updates. Effective product design focuses not on an extensive feature list but on clear communication of core value and ease of use, which are bolstered by good onboarding and documentation. To decide if a feature should be removed, data-driven analysis is essential, including examining user engagement and identifying whether a feature serves a significant customer segment. In a case study on a cumulative graph feature, low repeated usage and lack of value to core activities led to its removal without negative feedback, demonstrating how thoughtful feature management can streamline product offerings and align them more closely with user needs.