I'm Code with MMAK, a Senior Test Manager → AI Transformation Leader from India.
🔹 16+ years in QA, Test Automation & Quality Engineering
🔹 Now building AI-powered testing ecosystems & developer productivity systems
🔹 Passionate about Automation → Intelligence → Autonomous Systems
I believe the future of QA is not just automation — it's AI-driven decision making, self-healing tests, and autonomous agents.
- 🔁 Transitioning from QA Leadership → AI Transformation
- 🤖 Building AI Agents for Testing & Dev Productivity
- 🧩 Exploring LLMs + Automation frameworks integration
- ⚡ Enabling teams with AI-first development workflows
- LangChain
- LangGraph
- Playwright MCP (Model Context Protocol)
- Playwright Agent
- GitHub Copilot
- Claude.ai
- Google Code Assist
- Playwright
- Selenium
- API Testing
- End-to-End Automation Frameworks
- 🤖 AI in Testing (Autonomous QA)
- 🧠 LLM-powered Development Workflows
- 🔄 Self-healing Test Systems
- 🧩 Agent-based Automation
- 🚀 Developer Productivity with AI
- 🏗️ AI-driven CI/CD Pipelines
- 💼 Any query? Reach out: [email protected]
- 💬 Ask me about AI in Testing, Playwright, Automation, or Agents
"From Automation to Autonomy — building the future of AI-driven Quality Engineering."