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AI powered Playwright end-to-end tests for web apps

Feb 26, 2024 - producthunt.com
Octomind is an AI-powered tool that discovers, generates, runs, and auto-fixes end-to-end (e2e) tests in Playwright. Users simply provide a URL and the AI will simulate user behavior to create meaningful tests, discover tests to cover critical flows, and adapt test code to new user flows. The tool is designed to be resistant to flakiness, understanding why tests fail and deploying mitigation strategies to avoid false positives. It is also designed to be integrated into a user's CI/CD pipeline, commenting test results back with details for inspection, replay, and debugging.

The tool allows users to keep their current tech stack without the need for installation or learning new tech. It can run in parallel with other tests and can be executed locally for more control. Octomind doesn't require access to the user's source code, only permission to comment on pull requests. The code generated is in plain Playwright, allowing users to download and run it anytime without risk of vendor lock-in. Testimonials from users highlight the tool's ability to maintain high quality standards and its efficiency in providing quality test cases.

Key takeaways:

  • Octomind uses AI to discover, generate, run, and auto-fix end-to-end tests in Playwright, helping to find bugs before users do.
  • The AI simulates user behavior and transforms the model output into deterministic test cases, making it a powerful tool for e2e testing.
  • Octomind is designed to be resistant to flakiness, deploying mitigation strategies to deal with third-party dependencies, timing issues, randomness, race conditions, and leaked states that can make tests unreliable.
  • Octomind allows for auto-generation, running, and auto-fixing of e2e tests without giving up control, and does not require access to the source code or any installation or learning of new tech.
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