Changelog

Automation AI: Test at the speed of AI development

September 8, 2026

E2E testing always lags behind development, creating an obstacle for teams that want to release quickly. If you’re going to take advantage of agentic development to ship faster you need an AI that can automate testing quite literally as you build.

Introducing: Automation AI from QA Wolf. Available now to all users.

Two ways to get automated tests

From a prompt: Simply describe the flow you want tested and the agent will get to work. After walking through the flow manually, it’ll write deterministic Playwright code. As it works, the agent continuously runs and fixes the Playwright until there’s a passing test that’s ready to merge into your suite.

From a feature: Deploy your PR to a preview environment and ask QA Wolf to add tests for your new feature.

Bulk automate whole suites in minutes

The Automation AI can automate 10 tests at a time running concurrent sessions to get you a working test suite in no time flat.

Deterministic tests for an agentic world

Tests only work if they do the same thing every time. Computer-use agents don’t: they look at the screen and decide what to do next on the fly, so the same test can take a different path from one run to another. Then you’re left wondering whether your product broke or the agent just behaved differently. You’ve basically gone back to manual testing.

We use AI to generate deterministic code. The agent writes open-source Playwright code you can read, run, and verify. It’ll run the same way every single time, and you won’t be locked into someone’s proprietary framework.

Beats Claude Code, Codex, and Playwright MCP

Any coding agent can build a simple login test, but your application needs complex tests that  manage changing data, navigate dynamic interfaces, and coordinate multiple users to verify that the product actually did what it was supposed to do.

Our agent evals are developed from hundreds of real world applications, thousands of tests, and 80 million minutes of test runs. Unlike off-the-shelf coding agents, our agent can automate tests for Canvas applications, Chrome extensions, multi-factor authentication, iFrames and pretty much anything else.

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