Build Your Own Local AI QA Engineer With Docker, Ollama, LibreChat, and Playwright MCP
SMRTR summary
Build a fully local AI-powered QA engineer using Docker, Ollama, Qwen3:8b, LibreChat, and Playwright MCP — no cloud APIs, no data leaks. The stack lets you drive browser automation through natural language prompts, with the LLM translating intent into Playwright commands via the Model Context Protocol. It runs on 16GB RAM and covers setup end-to-end, from model installation to creating an autonomous testing agent.
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