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Self-healing web and mobile automation

Web and mobile UI automation that uses AI and MCP to find elements and repair itself, reducing the maintenance that test suites normally need.

  • Playwright MCP
  • Appium
  • AI-augmented testing

UI tests break whenever the interface changes, and keeping them alive is most of the cost of owning them. At Ultrahuman I used AI to make the web and mobile suites look after themselves.

What I did

  • Web: used AI and Playwright MCP to create self-healing, intelligent web automation scripts, reducing maintenance overhead.
  • Mobile: implemented Android and iOS UI automation using Appium, enhanced with AI-assisted element detection and MCP integration.

Where

Ultrahuman, as Lead Software Development Engineer in Testing (July 2024 to July 2026).

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