Worked on the microsoft/edge-ai repository to enhance deployment stability and expand server capabilities within the MCP module. Delivered a new Terraform MCP Server component, integrating additional server functionality to support evolving infrastructure needs. Addressed deployment reliability by upgrading the Fabric Terraform provider from a release candidate to the general availability version, ensuring production environments use stable, officially supported dependencies. Applied DevOps and Infrastructure as Code practices throughout, leveraging Terraform to manage and automate infrastructure changes. The work focused on targeted improvements, balancing new feature delivery with critical bug fixes to maintain robust, reliable deployments in a fast-moving production environment.