We present a non-iterative algorithm. FloatStepper. for coupling the motion of a rigid body and an incompressible fluid in computational fluid dynamics (CFD) simulations. The purpose of the algorithm is to remove the so-called added mass instability problem. https://www.opheliasmuse.com/