Question: How can I use artificial intelligence to make my testing workflow faster and more reliable?

If you want to use artificial intelligence to improve your testing workflow, Octomind is a good option. It's an end-to-end AI-powered tool for discovering, generating, running and auto-fixing tests with Playwright tests. That means you can have reliable and fast CI/CD pipelines by finding the most important user flows, auto-generating tests and avoiding flaky tests. Octomind integrates with GitHub, Azure, Jenkins and Vercel, supports multiple testing frameworks and has tiered pricing, including a free tier with unlimited users.

Another option is ZeroStep, which lets you use AI to control your Playwright tests with plain-text instructions instead of CSS selectors or XPath locators. That means your tests are more flexible and easier to maintain. With the ability to script complex interactions and assertions with natural language, ZeroStep makes it easier to automate testing tasks, and it's a good option for keeping tests up to date as your app changes.

If you're looking for a more general-purpose automation tool, Relay can integrate with tools like Airtable, Google Docs and Slack, as well as more advanced workflow tools. Its AI steps let you collaborate with humans in the loop, approving, deciding and contributing to workflows. Relay is for teams of any size, and it has a free plan, so it's good for individuals and larger teams.

Last, Nx Cloud is an optimized tool for Continuous Integration (CI) in monorepos. It has features like AI-powered task distribution, secure computation caching and flaky task detection. Nx Cloud is designed to speed up CI time and cost, with logs and insights to help you understand what's going on. It's got Hobby and Pro plans, so you can pick the level of optimization that's right for your development lifecycle.