mabl collects dozens of identifiers for each UI element in your app, so as your UI evolves with development, your tests evolve too. Your tests will adapt to UI changes automatically and stay up to date even after several successive UI changes.
Quality Engineering Resources
When AI Writes the Code, Who Is Accountable for Quality?
AI tools like Claude Code + Playwright speed up testing, but are you building quality debt? The three risks engineering leaders need to understand now.
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How Visual Artificial Intelligence Enables Context-Aware Regression Detection
Visual AI enables context-aware regression detection by understanding UI semantics and intent, not just pixel changes. Reduce false positives and catch real bugs reliably.
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Benchmarking the Best AI Agent Architectures for Enterprise-Grade Test Automation
Benchmark AI agent architectures for enterprise test automation. Compare retrofit, single-model, multi-model, and cloud-native frameworks to find the right fit for scale
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