Methods and systems are provided for generating a test bed from an input data set that has multiple data elements. A development program, which includes multiple decision points, is executed using each of the data elements as input to the development program in a sequence. For each decision point, execution of the decision point by at least one of the data elements is identified. Those identified data elements are assigned for identification in the test bed.