Tag: Test Impact Analysis

Quick Summary  A test suite optimization engagement for a SaaS platform’s Playwright regression suite – 44 minutes to under 6 in ten weeks, total tests cut by 50%, flake rate from 14% to 3%. Below: diagnostic, three-layer architecture, AI-assisted flake clustering, and lessons.  If your regression suite has crept past forty minutes, engineers have stopped running it…