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Multi-agent Systems are at the moment an important new paradigm in software development. Several methodologies have been proposed for developing systems within this approach. Besides new agile process have been proposed to be used combined with the meta-models of such methodologies. This paper studies how the use of one of those Agent Oriented methodologies following an agile process such as Scrum produces improvements in the time consumed in the development that could shorten the learning time. This may have as outcome the possibility of using smaller groups in development.