Gen AI in Software Testing: Benefits, Limits, and the New QA Skillset for 2026
GenAI can accelerate test design, maintenance, and failure triage—but it also introduces new risks: hallucinated assertions, hidden flakiness, and privacy/governance gaps. The QA teams that win in 2026 won’t be “the ones using AI.” They’ll be the ones who can engineer trust: grounded context, constraints, verification gates, and observable evidence. Why 2026 feels like …
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