AI-Assisted Programming: Better Planning, Coding, Testing, and Deployment

Taulli, Tom

ISBN 10: 1098164563 / ISBN 13: 9781098164560

Published by O'Reilly Media, 2024

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Bibliographic Details

• Title: AI-Assisted Programming: Better Planning, Coding, Testing, and Deployment
• Publisher: O'Reilly Media
• Publication Date: 2024
• Language: English
• ISBN 10: 1098164563
• ISBN 13: 9781098164560
• Binding: Soft cover
• Condition: New

About this title

Synopsis

Get practical advice on how to leverage AI development tools for all stages of code creation, including requirements, planning, design, coding, debugging, testing, and documentation. With this book, beginners and experienced developers alike will learn how to use a wide range of tools, from general-purpose LLMs (ChatGPT, Gemini, and Claude) to code-specific systems (GitHub Copilot, Tabnine, Cursor, and Amazon CodeWhisperer).

You'll also learn about more specialized generative AI tools for tasks such as text-to-image creation.

Author Tom Taulli provides a methodology for modular programming that aligns effectively with the way prompts create AI-generated code. This guide also describes the best ways of using general purpose LLMs to learn a programming language, explain code, or convert code from one language to another.

This book examines:

• The core capabilities of AI-based development tools
• Pros, cons, and use cases of popular systems such as GitHub Copilot and Amazon CodeWhisperer
• Ways to use ChatGPT, Gemini, Claude, and other generic LLMs for coding
• Using AI development tools for the software development lifecycle, including requirements, planning, coding, debugging, and testing
• Prompt engineering for development
• Using AI-assisted programming for tedious tasks like creating regular expressions, starter code, object-oriented programming classes, and GitHub Actions
• How to use AI-based low-code and no-code tools, such as to create professional UIs
  
  

About the Author

Tom Taulli is a consultant to various companies, such as Aisera, a venture-backed generative AI startup. He has written several books like AI Basics and Generative AI, which cover ChatGPT, GPT-4 and other large-language models (LLMs). Tom has also taught IT courses for O'Reilly, UCLA and PluralSight. For these, he has provided lessons in using Python to create deep learning and machine learning models. He has also taught on topics like NLP (Natural Language Processing).