Worked on internal testing and continuous integration verification within the Coachbot-Swarm/submission_repo, focusing on strengthening the reliability of code submission workflows. The approach centered on validating CI pipelines through a series of targeted test commits, ensuring that the repository’s automation and integration points functioned as intended before user-facing features were introduced. Leveraged skills in Git, YAML-based CI configuration, and Python scripting to simulate real-world submission scenarios and proactively identify potential issues. Documented workflow expectations and CI readiness, laying the groundwork for future development cycles. This work enhanced repository stability and reduced risk, supporting a smoother path for upcoming feature integration.