During a two-month period, Jean Goutin enhanced the stdapi-ai application within the truenas/apps repository by focusing on reliability and transparency in service monitoring. He improved the health check mechanism by replacing curl with wget, increasing cross-environment compatibility and simplifying containerized deployments using Docker and YAML. Jean also introduced app versioning and changelog access, allowing users to track updates directly from the application interface. His work emphasized maintainability and release governance, with clear documentation and version control practices. While the scope was feature-driven rather than bug-fixing, the delivered changes addressed operational robustness and user confidence in the deployment workflow.