The field of AI prompt engineering, once considered a promising area of development in artificial intelligence, is facing a significant paradigm shift. Recent discussions and analyses, as highlighted by sources like IEEE Spectrum and comments from industry experts, suggest that the era of manual prompt optimization may be coming to an end. This shift is attributed to advancements in generative AI (GenAI) technologies, which are now capable of autotuning prompts, reducing the need for human intervention in the prompt engineering process. Despite these technological advancements, experts argue that adapting GenAI for industry-specific needs remains a complex, multi-stage endeavor that still requires human expertise and the involvement of LLMops. Furthermore, the potential impact of GenAI on the economy is substantial, with predictions suggesting it could increase global GDP by $10 trillion. This highlights the importance of staying abreast of best practices in prompt engineering to leverage the economic opportunities presented by GenAI.