Performing human-subjects experiments on Amazon Mechanical Turk offers many benefits, including very low experiment costs, quick turn-around rates, and relatively simple approvals from human subjects boards. But you have to be careful to avoid bias and error; we describe some techniques below.

TurKit is a Java/JavaScript API for running iterative tasks on Mechanical Turk.