Worked on stabilizing conversation output in the denverdino/kubectl-ai repository by addressing a bug related to multi-line string handling under the Tool-Use Shim. Focused on backend development using Go, the work involved removing a conditional break that caused premature loop termination, which previously led to incomplete output when the --enable-tool-use-shim flag was active. This targeted fix ensured that multi-line content is now preserved and correctly included in final outputs, improving reliability for downstream tool integrations. Demonstrated strong error handling and debugging skills, with careful code review and use of Git workflows to deliver more robust output processing in shim-enabled sessions.