Model transformations are a key technique in model-driven engineering. If several transformations are composed into a model transformation chain, an approach is needed that allows software engineers to incrementally improve the quality of the model transformation chain. In this paper, we propose incremental development of model transformation chains based on automated testing. We present four test design techniques and a test framework architecture for testing transformation chains and report on the validation of our approach when developing a transformation chain for model version management.