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I spent three weeks testing no-code AI app builders after watching demos that promised perfect apps from single sentences.

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Real-world deployments show 40% test cycle efficiency improvement, 50% faster regression testing, and 36% infrastructure cost savings.

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Automation and artificial intelligence are often positioned as the antidote to clinician burnout and administrative overload.

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Intuit has sold off ~45% amid broad software weakness, yet fundamentals remain robust with no signs of systemic disruption.

When evaluating AI for testing, prioritize approaches that keep teams in control and maintain end-to-end testing connectivity.