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The distinction between truly data-driven automation and merely repetitive scripting represents one of the most critical decisions facing modern software development teams. Whilst many organisations believe they’ve implemented sophisticated automation frameworks, closer examination often reveals collections of hard-coded scripts that repeat identical actions with minimal variation. This fundamental misunderstanding not only limits testing effectiveness but