From Manual Testing to AI-Generated Automation: Our Azure DevOps MCP + Playwright Success Story

This post details the integration of the Azure DevOps MCP server with GitHub Copilot and Playwright to automate the generation and execution of end-to-end tests. It outlines a step-by-step process for converting manual test cases into automated Playwright scripts, emphasizing the importance of prompt engineering and providing specific prompt examples. The post also discusses challenges related to handling non-textual test steps and the quality of context provided to the AI. It highlights the benefits of this AI-driven workflow, including faster test creation, broader coverage, seamless CI/CD integration, and on-demand execution.