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- CT-GenAI Chapter 2 (Prompt Engineering for testing) stresses giving the model concrete context — framework, language, existing conventions, and a few-shot example — so generated automation code fits the project. Vague prompts, high temperature, and verbosity all reduce usable, consistent test code. Generating and adapting automation scripts is a core 'using GenAI for testing' task.