In March 2025, completed cross-repo analytics instrumentation by integrating Segment analytics into roboflow/inference and roboflow/supervision. Implemented via adding Segment tracking scripts and wiring into mkdocs configuration, enabling event tracking for user interactions and page views on both the application and docs sites. Commits include adding Segment Tracking in inference (46bfeca26c995ad31e44adfe419b97db41d30156) and adding segment tracking in supervision (73d69172dbfa573609e0aa9b985a3a32ed8b4fa0). No defects fixed this month; primary focus was instrumentation and data visibility. Impact includes improved visibility into user behavior, enabling data-driven product and UX decisions. Technologies demonstrated include JavaScript-based analytics integration, mkdocs configuration, and cross-repo instrumentation for consistent analytics across platforms.