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Generative AI for Software Developers — Winning Strategies and Practical Tactics for AI-Powered Development
“Generative AI for Software Developers” is an essential guide to mastering AI-driven development, helping engineers future-proof their careers. This book provides a structured, hands-on approach to understanding, implementing, and optimizing Generative AI tools and techniques in modern software engineering. Covering everything from AI-assisted coding and debugging to system design and deployment, this book equips developers with real-world applications and best practices to integrate AI into their workflows effectively.
“A must-read for developers and architects looking to harness Generative AI for software innovation. It provides clear strategies, practical insights, and hands-on examples to master AI-powered development.” — David Ping, Head of GenAI/ML Solutions Architecture, AWS
“This book demystifies Generative AI and its role in modern software engineering. Whether you're a beginner or an experienced developer, this guide will help you integrate AI effectively into your workflow.” — Mrinal Priyadarshi, Senior ML Software Engineer, Amazon.
“A hands-on guide that bridges theory and practice, helping developers move from experimenting with AI to building production-ready applications.” — Luis Lopez, Senior Generative AI Engineer, Google
"A comprehensive roadmap for developers looking to harness the power of generative AI. From boosting productivity to creating innovative solutions, this book provides a clear path for software engineers to stay ahead of the curve and shape the future of technology." - Katthik Sonti, WW Head of AWS Solutions Architecture, Generative AI solutions
Whether you're an aspiring AI developer or a seasoned software engineer or Solutions Architect, this book will help you navigate the future of software development with Generative AI.
What’s inside?
✔ Comprehensive Introduction to Generative AI for Developers
✔ Mastering AI-powered code Generation & Debugging
✔ Effective Strategies for AI-Driven Software Development
✔ Practical Guide to Prompt Engineering & AI Model Fine-Tuning
✔ Integrating AI into the Software Development Lifecycle (SDLC)
✔ Building Scalable AI-Powered Applications for Real-World Use Cases
Who is this book for
This book is designed for software developers, engineers, architects, and tech professionals who want to:
Understand the core concepts behind Generative AI and its real-world applications.
Master AI-driven development workflows to improve efficiency and code quality.
Use tools like GitHub Copilot, Amazon Q Developer, and OpenAI APIs to automate coding tasks.
Apply AI techniques for debugging, documentation, testing, and deployment.
Learn prompt engineering and fine-tuning strategies for optimizing AI outputs.
Architect scalable AI-driven applications with well-defined best practices.
Why This Book Matters Now
The software industry is evolving faster than ever, and developers who understand AI-driven development will have a competitive edge in the job market. Whether you are looking to stay ahead in your current role, enhance your coding efficiency, or explore new career opportunities in AI-driven development, this book will guide you on your journey.
Generative AI isn’t replacing developers—it’s empowering them.
Book Outline:
Chapter 1 — The Art and Science of Generative AI
Chapter 2 — Getting Started with Generative AI
Chapter 3 — Generative AI Architecture Fundamentals
Chapter 4 — Generative AI in Software Development
Chapter 5 — Prompt Engineering for Software Developers
Chapter 6 — Integrating Generative AI into the Software Development Cycle
Chapter 7 — Generative AI for Specific Programming Tasks
Chapter 8 — Generative AI Application Architecture & Design
Chapter 9 — Reinforcement Learning and Agentic AI Architecture
Chapter 10 — Well-Architecting and Fine-Tuning Generative AI Applications
Chapter 11 — Hands-On Guide to Building a Generative AI Application
Essential Guide for Software Developers in Large IT Firms
Working as a software developer in a leading IT company, I constantly explore ways to enhance my skills and stay ahead in AI-driven development. Generative AI for Software Developers is a practical and insightful resource that provides hands-on knowledge on integrating LLMs, prompt engineering, and AI-assisted coding into real-world software projects.
The book covers enterprise-level AI adoption, making it particularly relevant for developers working in large IT firms handling AI-powered automation, cloud solutions, and application modernization. It provides a structured approach to AI integration in SDLC, discussing tools like Amazon Q Developer, OpenAI, and vector databases. The practical examples and GitHub repositories included are extremely helpful for hands-on learning. Whether you're working on client projects, AI-driven automation, or building scalable applications, this book offers valuable insights into how Generative AI can improve software development workflows.