This paper introduces CI-beNNch, an automated continuous benchmarking framework for high-performance computing (HPC) applications, drawing on continuous integration principles. It addresses critical issues of reproducibility and usability in scientific software development by abstracting configurations and streamlining execution across diverse computing environments.