Generative Analysis: The Power of Generative AI for Object-Oriented Software Engineering with UML

Generative AI is transforming software engineering, and experts Jim Arlow and Ila Neustadt have developed Generative Analysis to help software engineers, developers, and analysts transition to this new world. This guide teaches advanced, precise, and sophisticated analysis techniques to thrive in the new world of software engineering with generative AI, including understanding the flexibility you already have at hand, gaining a new perspective on the shift to generative AI-based programming models, understanding how generative analysis artifacts feed generative AIs to generate code and UML models, exploring techniques that feed into and refine each other until a precise analysis definition of a software system is achieved, recognizing milestones and end points to eliminate analysis paralysis, and learning to work at the right level of abstraction to leverage the most power from generative AI.

Format: Paperback / softback
Length: 672 pages
Publication date: 05 November 2024
Publisher: Pearson Education (US)

Generative AI is transforming software engineering, automating manual coding and changing the skills needed by software engineers, developers, and analysts. To keep up with this change, experts Jim Arlow and Ila Neustadt have developed Generative Analysis, a structured approach to object-oriented analysis that produces clear and unambiguous results suitable for further processing into code by generative AI systems. This guide teaches advanced, precise, and sophisticated analysis techniques that will allow you to thrive in the new world of software engineering. It covers the flexibility of generative analysis, how it feeds generative AIs to generate code and UML models, techniques that feed into and refine each other, milestones and end points, and working at the right level of abstraction to leverage the most power from generative AI. Real-world examples of prompts and AI responses are provided to help you understand the process.

Weight: 1170g
Dimension: 230 x 190 x 36 (mm)
ISBN-13: 9780138291426