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  • Book Overview & Buying Supercharged Coding with GenAI
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Supercharged Coding with GenAI

Supercharged Coding with GenAI

By : Hila Paz Herszfang, Peter V. Henstock
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Supercharged Coding with GenAI

Supercharged Coding with GenAI

5 (1)
By: Hila Paz Herszfang, Peter V. Henstock

Overview of this book

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.
Table of Contents (23 chapters)
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Part 1: Foundations for Coding with GenAI
7
Part 2: Basics to Advanced LLM Prompting for GenAI Coding
14
Part 3: From Code to Production with GenAI
21
Index

Introducing code refactoring

Code is intended as communication to future software developers. Code that effectively and clearly communicates the purpose and mechanisms is described as clean code.

As described by Robert C. Martin (better known as Uncle Bob), clean code can be achieved through refactoring. Code refactoring is not merely modifying code, but a disciplined approach to continuously improving code. One aspect is removing the indiscriminate code smell that qualitatively characterizes poorly written code (see Further reading). A second aspect is improving the code’s actual design, which should improve its readability and maintainability. This is critical since firms spend an estimated 75% of their software development costs on the evolution and maintenance of software (Sommerville).

Software developers frequently dedicate time to refactoring, which involves rewriting sections of existing code while keeping the original functionality and purpose intact. The goal...

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