We present a continuous integration and deployment (CI/CD) framework for Soccer Simulation 2D. On the one hand, we aim to share that system publicly with the community and, therefore, describe its components and their composition. On the other hand, we relate statistics produced by that system to concepts from reliability theory, which facilitates the derivation of reliabilty metrics for assessing a team’s defensive performance. In line with that, we present the results of a comprehensive case study in which the CI framework was utilized to find critical game situations, uncover weaknesses in the playing behavior of a soccer simulation team, and implement and evaluate appropriate counter measures.