FlakeRadar
FlakeRadar is a mobile + web app (with a lightweight CI plugin) that detects, explains, and helps reduce flaky mobile UI tests. It ingests test runs from popular mobile frameworks (Appium, XCUITest, Espresso) via JUnit/XML and device logs, then clusters failures by signature (timing, network, animation, element-not-found, permissions, device-specific). It highlights “flake probability” per test, shows which devices/OS versions trigger instability, and recommends targeted fixes (explicit waits, idling resources, accessibility IDs, network stubbing, test isolation). It also flags suspicious patterns like retries masking failures, unstable selectors, and tests that only pass on warm caches. This is not magic: it won’t fix bad test suites automatically, but it will make flakiness measurable, actionable, and trackable over time with a simple scorecard and regression alerts.