In any evolving software project, maintaining a high standard of code quality and consistency is a constant challenge. For the JotaLed/Psiconnection project, a commitment to robust development practices has led us to emphasize the critical role of structured code reviews. While often seen as a gatekeeping mechanism, we view them as an indispensable tool for collaboration, knowledge sharing, and