Manual testing was a bottleneck for a software development team, prompting them to adopt Azure DevOps’ MCP server integration with GitHub Copilot to automate test generation using Playwright. This transition improved test creation speed, coverage, and CI/CD integration, ultimately enhancing their testing process and reducing manual efforts.