Worked on enhancing the awslabs/amazon-bedrock-agentcore-samples repository by delivering external connectivity for the MCP server and FastMCP, focusing on reliable gateway integration and deployment. Addressed network exposure by binding the MCP server and FastMCP host to 0.0.0.0, enabling seamless external access across gateway scenarios. Resolved deployment issues affecting the hello-world container to ensure end-to-end connectivity. Leveraged Python for backend development, utilizing AWS and Docker to manage infrastructure and containerization. Maintained strong code hygiene and clear issue tracking throughout the process, emphasizing reliability and deployability improvements for sample agents in networked environments without introducing new bugs.