One area of product improvement is the access control system. It is difficult to assign different access levels because it relies on separate keys for developer and admin access, which could be simplified. The folder structure is another aspect that could be enhanced, as all jobs are displayed on a single page without the clear organization seen in Jenkins. Implementing a more structured approach to organizing jobs would improve user experience. AI could simplify job creation. For example, instead of manually editing pipelines as code, an AI tool could allow users to input variables and automatically generate the required jobs. It would help reduce human errors, such as issues that arise from incorrect edits in large code files.