Search Results for "complex"

...With support for many languages and testing frameworks, all you need is Docker. Use a containerized instance of your database to test your data access layer code for complete compatibility, without requiring a complex setup on developer machines. Trust that your tests will always start with a known state. Use containerized web browsers, compatible with Selenium, to run automated UI tests. Each test gets a fresh, clean instance of the browser, without having to worry about variations in plugins or required updates.

ai-wright adds AI steps to any Playwright test. ai.act carries out UI actions from a plain-language objective, ai.verify makes vision-driven assertions that fail the step when the model is not confident enough, and ai.extract pulls structured data from the page. Screenshots are annotated with Set-of-Marks overlays and combined with DOM element maps, so the model can work through complex UIs. Keep most of each test as deterministic Playwright code and use AI only on the brittle steps. It is for teams writing Playwright end-to-end tests who want AI help on dynamic interfaces such as chat widgets, canvas dashboards and multi-step wizards, without vendor lock-in. Bring your own OpenAI, Google Gemini or Anthropic Claude key, or use a TestChimp key. ...