3 How Generative AI Models Work: Behind the Code

Chapters in this book

1. Frontmatter I
2. Preface V
3. Contents VII
4. About the Editors IX
5. List of Contributors XI
6. 1 Introduction to Generative AI in Software Development 1
7. 2 The Rise of Generative Artificial Intelligence in Software Development 31
8. 3 How Generative AI Models Work: Behind the Code 53
9. 4 Generative AI for Debugging and Error Detection 75
10. 5 Future Frontiers of Software Testing Beyond Debugging and Accuracy Automation Driven by Generative AI 97
11. 6 Generative AI-Assisted Pair Programming: A New Era of Collaboration 121
12. 7 Software Development: No-Code and Low- Code with Generative AI 145
13. 8 Redefining and Transforming Software Development with Generative AI 175
14. 9 Integrating Generative AI into Your Development Workflow 199
15. 10 Automating Code Refactoring with AI: Enhancing Code Quality and Efficiency 231
16. 11 Real-World Software Solutions Through Generative AI in Transforming Code and Beyond 263
17. 12 Navigating Challenges and Opportunities of Generative AI in Software Development 293
18. Index 315