Adopting a "you build it, you run it" DevOps philosophy means teams have increased attention on both technical and business metrics that can be extracted from the systems they deploy. Often we find that analytics tooling is difficult to access for most developers, so the work to capture and present metrics is left to other teams — long after features are shipped to end users. Our teams have found Redash to be very useful for querying product metrics and creating dashboards in a way that can be self-served by general developers, shortening feedback cycles and focusing the whole team on the business outcomes.