Challenges in implementing behavioral design patterns

Implementing CI/CD and behavioral design patterns can be a complicated process, full of challenges that need to be carefully navigated. The first step is often establishing a solid foundation by choosing the right CI/CD platform, such as GitHub Actions, GitLab CI/CD, CircleCI, or Jenkins. This choice is critical, as it affects how well the CI/CD pipeline integrates with existing workflows and tools. Once a platform is selected, setting up environments to catch errors early in the development cycle is essential. This includes configuring automated testing to ensure that new code does not negatively impact existing functionalities.

Linting and code formatting are also important to manage a uniform code base, making it easier for teams to collaborate. Initial tests for critical models should be created to verify that they function as expected. Additionally, leveraging external open source tools can provide extensive testing capabilities...