The process whose specific outcome is the progression of the cleistothecium over time, from its formation to the mature structure. The cleistothecium is a closed sexual fruiting body that contains ascospores in linear asci, characteristic of some filamentous Ascomycete fungi such as members of the genera Aspergillus and Emericella.