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The AI Evolution in Software Testing: A QA Manager's Blueprint for Staying Irreplaceable

calendar_today September 16, 2026 person Kiran Paul Kanikaram domain dzone

Just a few months back, I observed a test suite with a self-healing feature “fixing” a failed selector three different times during the same sprint cycle. In each instance, the fix performed its function perfectly well; however, it didn’t address the real problem of a shipped UI regression, as its sole focus was on keeping the test green. No one on the team became aware of the situation until one of the customers discovered it.

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