XPath to iOS Class Chain: can Claude do it instead of a converter?
TL;DR No model beat the converter. The best Claude run reached 96.7 % of the converter's usable chains on 676 locators and was ahead of it on none.…
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Mobile Test Automation Framework in Java: Structure, BDD, Parallel
A mobile test automation framework that passes sequentially and collapses under parallel execution isn't flaky. It's single-threaded by construction…
How to make Appium + Cucumber tests thread-safe with ThreadLocal
A suite that passes sequentially can fail the moment you enable parallel execution. Elements disappear mid-tap, one scenario's sendKeys lands on ano…
Claude + Mobile via MCP: Giving the Model Hands on a Real Phone
Claude + Mobile via MCP: Giving the Model Hands on a Real Phone I plugged in a Pixel two months ago, ran one command in Claude Desktop, and watched…
AI-Native Mobile Testing: What It Actually Means in 2026
AI-Native Mobile Testing: What It Actually Means in 2026 The phrase "AI-native" has been thrown around in the testing space since 2019. Almost every…
The Missing Control Plane for Local AI Agents
The Missing Control Plane for Local AI Agents I sat with my Pixel for 20 minutes trying to get Claude Desktop to dictate a Slack message via accessi…