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Contributing Writer
George Ukkuru has spent more than two decades working with global enterprises on test automation, quality engineering, and DevOps transformation. He has led maturity assessments and built testing strategies for Fortune 500 organisations across multiple industries. He hosts the Automation Hangout podcast and has authored several books on test automation and quality engineering.
Every demo from an AI testing tool vendor ends with a promise to cut test design effort from hours to minutes. Surprisingly, one important question is missing from these conversations: How many of those test cases can QA teams truly trust when testing a business-critical workflow such as payments? The AI Testing Efficiency Trap Many […]
Oct 29, 2026 · 3 min