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Generative AI for Software Development: Code Generation, Error Detection, Software Testing

  • Indian Institute of Information Technology and Management, Kerala

Research output: Book/ReportBookpeer-review

Abstract

As the field of Artificial Intelligence continues to evolve, Generative AI has emerged as a powerful tool in the realm of software development. AI models capable of generating high-quality, human-like code can significantly accelerate the software development process, assist in troubleshooting, and even automate tasks traditionally performed by human developers. Generative AI models, such as OpenAI, DeepMind, and others, are already demonstrating the ability to write functional code, generate documentation, and assist in code review. These models are not only reducing the time it takes to develop applications but are also making software development more accessible to a broader audience, including non-technical users. This book is intended to serve as a comprehensive guide for developers, technology leaders, and anyone interested in understanding how to leverage Generative AI in software development. It will cover the underlying technology behind these models, practical use cases, integration into development workflows, and ethical considerations. Additionally, it explores how the democratization of coding through AI will shape the future of software engineering. By providing insights into real-world applications and best practices for integrating generative AI into the software lifecycle, this book empowers readers to stay ahead of the technological curve in a rapidly evolving industry. Provides an all-encompassing exploration of how generative AI is reshaping the software development lifecycle Delves into the future of AI-assisted software development, highlighting trends such as no-code/low-code platforms and AI-driven DevOps.

Original languageEnglish
Publisherde Gruyter
Number of pages316
ISBN (Electronic)9783111677798
ISBN (Print)9783111677729
DOIs
StatePublished - 1 Jan 2025

Keywords

  • Artificial Intelligence
  • Generative AI
  • Machine Learning
  • Neural Networks

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