DX provides a single, trusted view of developer experience by combining rich, quarterly survey feedback with signals from our delivery tools. We don’t just see what’s happening, we understand why. With team-level visibility and benchmarks, the platform enables easy triage of issues, prioritization of investments, and tracking of progress without resorting to individual surveillance. The wealth of survey data (structured drivers plus free-text insights) consistently reveals the real friction in our day-to-day (think CI reliability, code review flow, and time for deep work) and converts that into an actionable roadmap.

DX serves as our primary platform for gathering data about developer experience and productivity. DX has provided us with a single access point and a unified view for data from different platforms. The ease of filtering and slicing by teams and attributes has helped us better understand the performance of different teams. The snapshot feature has enabled us to drive multiple efficiency initiatives and produce measurable impact on developer experience and velocity. Another key feature is the ability to compare our metrics to similar organizations, which has helped us better understand areas that require improvement and simplified our reporting. These initiatives have been supported by the continuous assistance from the excellent DX Team throughout implementation and beyond. The team is always ready to answer our questions and has helped us align multiple reports to fit our needs.

The AI utilization and impact reports are my favorite. I like to explore how different teams and team members use AI and what impact that usage has on their projects. The interface is easy to use and intuitive.