Thumilan implemented automated code coverage reporting across the wso2-extensions/identity-governance, identity-organization-management, and identity-event-handler-notification repositories, focusing on improving CI visibility and QA insights. Using Bash and YAML within GitHub Actions workflows, Thumilan introduced per-unit coverage flags and separate CI jobs for OIDC conformance, FAPI conformance, and integration tests. The work included refining Codecov configuration to support granular reporting while maintaining project and patch coverage controls. By synchronizing PR workflows and automating daily coverage uploads, Thumilan enabled faster feedback loops and more reliable release readiness assessments, demonstrating a strong grasp of automation and CI/CD best practices.