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…
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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…