The inside story of how Kinect – Microsoft’s 3D human pose recognition technology – was developed. How it happened, how it works, and how Microsoft Research Cambridge developed an essential part of the Kinect technology. The talk includes a technical description of Kinect from a scientific point of view, and also covers the benefits (and fun!) of being a part of computer science research.