Generative Analysis
Addison Wesley (Verlag)
978-0-13-829142-6 (ISBN)
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Generative AI is revolutionizing many industries, including software engineering. Many aspects of manual coding are becoming automated, and the skills needed by software engineers, developers, and analysts are evolving. Anyone who writes or works with code will need to produce precise analysis artifacts to feed the AI code generation process. Enter generative analysis: a precise, structured way to for software engineers, programmers, and analysts to transition to this new, AI-enhanced, software engineering world.
In Generative Analysis, experts Jim Arlow and Ila Neustadt leverage literate modeling, M++, and multivalent logic to lay out a precise and structured, step-by-step approach to object-oriented analysis that produces clear and unambiguous results suitable for further processing into code by generative AI systems such as Copilot, ChatGPT, and Gemini.
Generative analysis artifacts feed generative AIs to generate code and UML models
Techniques feed into and refine each other until a precise analysis definition of a software system is achieved
Well-defined process has definite milestones and end points to eliminate "analysis paralysis"
This guide teaches advanced, precise, and sophisticated analysis techniques that will allow you to thrive in the new world of software engineering with generative AI.
Jim Arlow has been programming and designing object-oriented software systems since 1990. He has created object models for blue chip companies such as British Airways and M&G. He is a respected OO consultant in Europe and has written and delivered many training courses on object technology and Java. Jim is a regular speaker at conferences such as Object World, and has been an invited speaker at University College London, City University, and the British Computer Society. Ila Neustadt has worked in IT for British Airways (BA) for more than twenty years and has experience with all parts of the IT development life cycle. She worked in the strategy department modeling the architecture process and developing architecture training, and acted as program head for the graduate business analyst program. Ila now coordinates skills development for BA's IT staff.
Preface
About the Authors
Chapter 1: Generative Analysis for Generative AI
Chapter 2: Launching OLAS, the example project
Chapter 3: Capturing information in Generative Analysis
Chapter 4: OLAS Elaboration Phase
Chapter 5: Communication
Chapter 6: M++
Chapter 7: Literate Modeling
Chapter 8: Information in Generative Analysis
Chapter 9: Generative Analysis by Example
Chapter 10: Use case modeling OLAS
Chapter 11: The Administration Subsystem
Chapter 12: The Security subsystem
Chapter 13: The Catalog subsystem
Chapter 14: The Loan subsystem
Chapter 15: The Innsmouth interface
Chapter 16: Milton++
Summary
Bibliography
Index
| Erscheint lt. Verlag | 6.11.2024 |
|---|---|
| Verlagsort | Boston |
| Sprache | englisch |
| Themenwelt | Informatik ► Software Entwicklung ► Objektorientierung |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| ISBN-10 | 0-13-829142-X / 013829142X |
| ISBN-13 | 978-0-13-829142-6 / 9780138291426 |
| Zustand | Neuware |
| Haben Sie eine Frage zum Produkt? |
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