Developed an automated code review workflow for the UCD-SERG/serodynamics repository, focusing on managing reviewer assignments and notifications during Claude-driven AI review runs. The solution used Bash and YAML within GitHub Actions to stash and restore reviewer sets, ensuring that notifications were suppressed during AI activity and that human oversight was preserved. By detecting Claude-generated commits through PR head SHA comparisons, the workflow reassigned reviews to human users when necessary and restored the original reviewer set if no new commits occurred. This approach streamlined pull request cycles, reduced notification noise, and maintained reliable, human-in-the-loop review processes within a CI/CD pipeline.