Over a two-month period, contributed to the canonical/testflinger and canonical/checkbox repositories by delivering automation and security enhancements for backend workflows. Developed KVM provisioning presets and a new Zapper KVM schema to streamline provisioning and credential management, reducing manual configuration and onboarding friction. Improved developer experience by updating device connector documentation with clearer instructions and command syntax. In canonical/checkbox, implemented GitHub Actions workflows for SBOM generation and automated vulnerability scanning of snap packages, strengthening supply chain security and release reliability. Leveraged Python, YAML, and CI/CD practices throughout, with a focus on API design, DevOps automation, and comprehensive documentation improvements.