During April 2025, work focused on enhancing the vllm-project/production-stack repository by implementing API key authentication for the benchmark script. This feature introduced secure, controlled access to the benchmark environment, addressing the need for improved security and reproducibility. The technical approach involved integrating API key validation into the Python-based script and updating the Markdown README to document the new authentication workflow. Emphasis was placed on API integration, scripting, and clear documentation practices. No major bugs were addressed during this period, but the delivered feature strengthened the security posture and maintainability of the benchmark workflow within the production-stack environment.