Build a Smart QA ChatOps Assistant with Playwright, Twilio WhatsApp, LLMs, and MCP

Building a Smart QA ChatOps Assistant integrates Playwright, Twilio WhatsApp, LLMs, and MCP to enable dynamic, natural language-driven testing via WhatsApp. Users describe what they want to test in plain English, and the AI interprets these instructions, generates a test plan, and executes it using Playwright. The system captures test artifacts like screenshots and videos, and delivers concise reports back to the user. This approach democratizes testing by eliminating the need for technical expertise in writing test scripts, adapting to UI changes automatically, and providing instant feedback. The project setup involves integrating the Twilio WhatsApp API for messaging, using OpenAI for natural language processing, and structuring the application using Clean Architecture principles for maintainability and scalability. By combining these technologies, the assistant simplifies the QA process, allowing non-technical team members to initiate tests and receive results efficiently, thereby enhancing the overall quality assurance workflow.