Learn how to set up gwirian-cli, playwright-cli, and workflow skills so an AI assistant can run your BDD scenarios in the browser and record results back to Gwirian.
•Gwirian Team
An AI assistant can read your BDD scenarios from Gwirian, drive a real browser with Playwright, and record pass/fail back to Gwirian—all from your editor. This post walks through the setup and a concrete example.
Three pieces work together: gwirian-cli (terminal access to the Gwirian API), playwright-cli (browser automation from the terminal), and workflow skills (instructions that teach the LLM how to orchestrate both).
Prerequisites
Node.js >= 18
A Gwirian account with an API token (from the hosted app or your self-hosted instance)
An AI assistant or editor that can run terminal commands
Gwirian exposes an MCP (Model Context Protocol) server so you can list projects, manage features and scenarios, and record executions from Cursor or any MCP-compatible client.
•Gwirian Team
Gwirian now includes an MCP (Model Context Protocol) server. That means AI assistants—like the one in Cursor—can work directly with your Gwirian workspace: list projects, create or update features and scenarios, and log scenario executions, all from the same place you write code or docs.
This post explains what the Gwirian MCP server does, what you can do with it, and how to install and use it (with Cursor as an example).
An introduction to Gwirian, a modern test scenario management platform designed for QA engineers and managers
•Gwirian Team
Welcome to Gwirian! We’re excited to introduce you to a modern approach to test scenario management built specifically for quality assurance engineers and managers.
What is Gwirian?
Gwirian is a test scenario management platform that helps QA teams create, organize, and track test scenarios using a modern Behavior-Driven Development (BDD) approach. Whether you’re a QA engineer writing test cases or a QA manager overseeing multiple projects, Gwirian provides the tools you need to manage your testing workflow effectively.