mabl's Quality Engineering Blog
Empower your team to build and release innovative software faster with AI-driven automation you can trust.
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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.
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.
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
Integrating AI Agent Assist into CI/CD Pipelines for Continuous Quality
Integrate AI agent testing into CI/CD to eliminate quality bottlenecks. Achieve faster feedback, autonomous failure analysis, and self-healing tests.
Building an AI Agent Framework for End-to-End Test Automation
AI agent frameworks revolutionize end-to-end test automation with contextual awareness and autonomous decisions. Scale resilient testing with agentic AI.
The Future of Auto Heal Testing with Adaptive AI and Continuous Learning
Learn how adaptive AI and continuous learning evolve auto-heal testing from quick fixes to intent-aware maintenance, reducing flake, preserving coverage, and speeding CI/CD.
