Integrating AI with a Swagger MCP server offers huge potential. Rather than just performing standard endpoint checks, it allows you to build an entire API automation test suite almost instantly.
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Test You Software Like a Pro with AI Agents
Having an ecosystem run by agents that test your application is a no brainer. The question is how effective, reliable, and accurate it is. In my recent blog below, I have described, in a nutshell, the approach I have used to get two agents responsible for test design and automation implementation, not relying only on the story's textual context, but ensuring the generated output is based on complete awareness of the system, architecture, and limitations.
Astur — One Script to Test Any Mobile App (No Appium, No WebDriver)
One script runs across Android, iOS, Flutter and React Native — native or hybrid, it doesn't matter. No Appium. No WebDriver. No proxy in between. Astur drives the device directly, so it's faster and there are fewer moving parts to break.
One Recorder, Every Mobile App — Astur Codegen (Android, iOS, RN, Flutter)
Astur is an open-source toolkit for mobile UI test automation — write tests like you would with Playwright, no Appium server. In this demo I walk through codegen: point it at a running app, tap through a flow, and Astur generates the test for you.
