Over a two-month period, contributed to the trustyai-service-operator repository by delivering EvalHub MCP integration, focusing on secure, configurable deployments and robust reconciliation logic. Leveraged Go, Kubernetes, and YAML to implement optional MCP server support, RBAC enhancements, and HTTPS transport, while aligning deployment artifacts with evolving contracts for maintainability. Expanded test coverage with new integration suites and unit tests, improving reliability and observability across environments. Enhanced build reproducibility in konflux-central by introducing GIT_HASH build arguments, and updated opendatahub-io/opendatahub-tests with advanced data parsing and authentication scenarios, ensuring end-to-end validation of MCP workflows and strengthening overall backend infrastructure and security.