Developed a manually-dispatched GitHub Actions workflow for the etcd-io/etcd repository, enabling direct integration of the Antithesis debugger into the project’s CI/CD pipeline. The workflow was implemented using YAML and leverages GitHub Actions features such as workflow inputs and manual dispatch to allow users to initiate structured debugging sessions with required parameters like session ID, input hash, and vtime, along with optional email notifications for collaboration. This addition improved the reproducibility of debugging scenarios and accelerated issue triage by making advanced debugging capabilities accessible within automated workflows, demonstrating practical application of CI/CD automation and workflow customization skills.