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Transforming the AI Development Landscape
This chapter explores the evolution of the AI lifecycle, contrasting traditional machine learning with the rapid capabilities of generative AI. It highlights the challenges developers face, including the need for optimization, tool sprawl, and the integration of AI-driven coding assistants. The discussion emphasizes the shifting role of engineers as they adapt to new technologies and manage AI tools effectively to enhance productivity.