Developed an automated test infrastructure for the duckdb-aws repository, focusing on orchestrating OIDC test flows using Bash scripting and AWS services. Delivered a comprehensive script that manages the entire lifecycle of web identity tests, including setup, token management, verification, and resource cleanup. This automation reduced manual intervention, improved test reliability, and ensured reproducibility across test runs. Leveraged DevOps practices to streamline deployment hygiene and cross-repository automation, enabling safer and more efficient AWS resource usage. The work addressed the need for faster iteration in OIDC testing, enhancing the overall quality and maintainability of the duckdb-aws project’s test processes.