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

By: By: Publication details: UK: Packt Publishing Ltd., 2025Description: 425ISBN:
  • 9781836645290
Subject(s): DDC classification:
  • 005.1 HER
Summary: 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. 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
List(s) this item appears in: New Arrivals November 2025 -Engineering
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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.
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

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