While Playwright automation is great for teams with developer-led test creation, it doesn’t have the operational intelligence to manage quality that scales quickly, as is often the case with AI-generated code. mabl acts as an agentic layer that absorbs the high costs of manual maintenance and infrastructure management, allowing teams to scale coverage without increasing overhead.