In agile development, there are differences between the test of cluster platform supporting cluster storage and other tests. It needs to find some effective methods and strategies. This paper introduces the speculative knowledge of agile software test and the traditional incremental testing model. Based on the traditional model, the paper presents a new incremental model which adapts to the agile development of cluster platform, the construction of the test environment and the effective test methods.