If you're looking for a tool to automate acceptance criteria and edge case generation for software development, Octomind is a top contender for an AI-powered end-to-end testing tool. It can discover, generate and run tests automatically to help ensure your CI/CD pipelines are reliable and fast. Features include auto-discovery of important user flows, auto-generation of test code and high-performance hosting with parallel test suite execution. Octomind supports testing frameworks like GitHub, Azure, Jenkins and Vercel, and is priced on a pay-per-use basis with several tiers of service.
Another interesting option is ZeroStep, which brings AI abilities directly into Playwright tests. You can script complicated interactions and assertions with plain-text commands, making your tests more flexible. That can dramatically improve your testing by automating complicated testing chores with natural language input, so your tests are easier to maintain and update as your app changes.
For a broader automation foundation, Autonoma offers a variety of AI-driven operations that can help developers concentrate on creating products instead of maintaining them. It lets developers define operations in natural language and link them to GitHub repositories, automatically generating tests, documentation and other tasks. The service can help you automate operations and free up more time for the actual product work.
If you use VS Code, CodeAI is an AI extension for many programming languages that can help with code completion, generate unit tests and create documentation. CodeAI also can explain coding style and protect data with end-to-end encryption, among other abilities, so it's worth a look for developers who want to boost their productivity.