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Supercharged Coding with GenAI
Supercharged Coding with GenAI

Supercharged Coding with GenAI: From vibe coding to best practices using GitHub Copilot, ChatGPT, and OpenAI

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Profile Icon Hila Paz Herszfang Profile Icon Peter V. Henstock
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€37.99
Full star icon Full star icon Full star icon Full star icon Full star icon 5 (1 Ratings)
Paperback Sep 2025 460 pages 1st Edition
eBook
€26.98 €29.99
Paperback
€37.99
Subscription
Free Trial
Renews at $19.99p/m
Arrow left icon
Profile Icon Hila Paz Herszfang Profile Icon Peter V. Henstock
Arrow right icon
€37.99
Full star icon Full star icon Full star icon Full star icon Full star icon 5 (1 Ratings)
Paperback Sep 2025 460 pages 1st Edition
eBook
€26.98 €29.99
Paperback
€37.99
Subscription
Free Trial
Renews at $19.99p/m
eBook
€26.98 €29.99
Paperback
€37.99
Subscription
Free Trial
Renews at $19.99p/m

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Supercharged Coding with GenAI

Foundations for Coding with GenAI

In Part 1 of this book, we introduce the fundamentals of GenAI for coding and get you started with both OpenAI API and GitHub Copilot. The part begins with a discussion of how GenAI for coding has recently emerged from the intersection of a long evolution in software development tools and the recent large language models (LLMs) from the AI space. This recent fusion of technologies has completely changed the programming landscape. Now is the perfect time to begin the journey since applying them across software engineering tasks requires both training and practice.

The remainder of Part 1 provides hands-on guidance to start using OpenAI API and GitHub Copilot. After setting up these tools, the part introduces best practices for prompting.

This part contains the following chapters:

  • Chapter 1, From Automation to Full Software Development Life Cycle: The Current Opportunity for GenAI
  • Chapter 2, Your Quickstart Guide to OpenAI API
  • Chapter 3, A Guide to GitHub Copilot with PyCharm, VS Code, and Jupyter Notebook
  • Chapter 4, Best Practices for Prompting with ChatGPT
  • Chapter 5, Best Practices for Prompting with OpenAI API and GitHub Copilot
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Key benefits

  • Discover how GitHub Copilot, ChatGPT, and the OpenAI API can boost your coding productivity
  • Push beyond the basics to apply advanced techniques across the software development lifecycle
  • Master best practices and advanced techniques to achieve quality code for even complex tasks
  • Purchase of the print or Kindle book includes a free PDF eBook

Description

Software development is being transformed by GenAI tools, such as ChatGPT, OpenAI API, and GitHub Copilot, redefining how developers work. This book will help you become a power user of GenAI for Python code generation, enabling you to write better software faster. Written by an ML advisor with a thriving tech social media presence and a top AI leader who brings Harvard-level instruction to the table, this book combines practical industry insights with academic expertise. With this book, you'll gain a deep understanding of large language models (LLMs) and develop a systematic approach to solving complex tasks with AI. Through real-world examples and practical exercises, you’ll master best practices for leveraging GenAI, including prompt engineering techniques like few-shot learning and Chain-of-Thought (CoT). Going beyond simple code generation, this book teaches you how to automate debugging, refactoring, performance optimization, testing, and monitoring. By applying reusable prompt frameworks and AI-driven workflows, you’ll streamline your software development lifecycle (SDLC) and produce high-quality, well-structured code. By the end of this book, you'll know how to select the right AI tool for each task, boost efficiency, and anticipate your next coding moves—helping you stay ahead in the AI-powered development era.

Who is this book for?

If you are a Python developer curious about GenAI and are looking to elevate your software engineering productivity, Supercharged Coding with GenAI will transform your approach to software. Covering various structured examples of varying problem complexities that showcase the use of advanced prompting techniques, this book is suitable for early intermediate through advanced developers. To get the most out of this book, you should have at least one year of hands-on Python development experience and be somewhat familiar with the SDLC.

What you will learn

  • Work with GitHub Copilot in PyCharm, VS Code, and Jupyter Notebook
  • Apply advanced prompting methods with ChatGPT and OpenAI API
  • Gain insight into GenAI fundamentals to achieve better outcomes
  • Adopt our structured framework to produce high-quality code
  • Find out how to select the optimal GenAI tool for solving your specific tasks
  • Elevate your use of GenAI tools from debugging to delivery
  • Join the next generation of supercharged software engineers
Estimated delivery fee Deliver to United States

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Publication date, Length, Edition, Language, ISBN-13
Last updated date : Sep 16, 2025
Publication date : Aug 28, 2025
Length: 460 pages
Edition : 1st
Language : English
ISBN-13 : 9781836645290
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What do you get with Print?

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Product feature icon Redeem a companion digital copy on all Print orders
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Product feature icon DRM FREE - Read whenever, wherever and however you want
Product feature icon AI Assistant (beta) to help accelerate your learning
OR
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Estimated delivery fee Deliver to United States

Economy delivery 10 - 13 business days

Free $6.95

Premium delivery 6 - 9 business days

$21.95
(Includes tracking information)

Product Details

Last updated date : Sep 16, 2025
Publication date : Aug 28, 2025
Length: 460 pages
Edition : 1st
Language : English
ISBN-13 : 9781836645290
Category :
Languages :

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Table of Contents

21 Chapters
Part 1: Foundations for Coding with GenAI Chevron down icon Chevron up icon
From Automation to Full Software Development Life Cycle: The Current Opportunity for GenAI Chevron down icon Chevron up icon
Your Quickstart Guide to OpenAI API Chevron down icon Chevron up icon
A Guide to GitHub Copilot with PyCharm, VS Code, and Jupyter Notebook Chevron down icon Chevron up icon
Best Practices for Prompting with ChatGPT Chevron down icon Chevron up icon
Best Practices for Prompting with OpenAI API and GitHub Copilot Chevron down icon Chevron up icon
Part 2: Basics to Advanced LLM Prompting for GenAI Coding Chevron down icon Chevron up icon
Behind the Scenes: How ChatGPT, GitHub Copilot, and Other LLMs Work Chevron down icon Chevron up icon
Reading and Understanding Code Bases with GenAI Chevron down icon Chevron up icon
An Introduction to Prompt Engineering Chevron down icon Chevron up icon
Advanced Prompt Engineering for Coding-Related Tasks Chevron down icon Chevron up icon
Refactoring Code with GenAI Chevron down icon Chevron up icon
Fine-Tuning Models with OpenAI Chevron down icon Chevron up icon
Part 3: From Code to Production with GenAI Chevron down icon Chevron up icon
Documenting Code with GenAI Chevron down icon Chevron up icon
Writing and Maintaining Unit Tests Chevron down icon Chevron up icon
GenAI for Runtime and Memory Management Chevron down icon Chevron up icon
Going Live with GenAI: Logging, Monitoring, and Errors Chevron down icon Chevron up icon
Architecture, Design, and the Future Chevron down icon Chevron up icon
Other Books You May Enjoy Chevron down icon Chevron up icon
Index Chevron down icon Chevron up icon

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