eBay and Google operate some of the largest Internet sites on the planet, and each maintains its leadership through continuous innovation in infrastructure and products. While substantially different in their detailed approaches, both organizations sustain their feature velocity through a combination of People, Technology, and Culture. This session explores how these large-scale sites do it, what works well and what could be done better. It offers some concrete suggestions on how other organizations -- both large and small -- can do the same.