Today, the microservices architectural style is an emerging trend in the industry. In order to develop microservices-based systems, architectural decisions are the first and fundamental steps to address quality goals. In this article, we described preliminary research about a content-based recommender system (CBRS) composed by microservices architecture patterns and architectural tactics as a basis for obtaining a recommendation of architectural decisions in microservices architectures to make more robust decisions to manage architectural technical debt.