Overview

AI-Augmented Coding with Language Models: Boost Productivity and Ship Reliable Code with Prompt-to-Code Workflows and Real-World CLI Tools Software development today demands speed, precision, and resilience. Yet too often, developers spend countless hours on repetitive setup, boilerplate, and debugging. What if you could describe what you need in plain English-and see reliable, production-ready code appear before your eyes? This book shows you how to make that future your present. AI-Augmented Coding with Language Models is your practical guide to working side by side with modern coding assistants, turning prompts into working applications, and embedding AI into your everyday command-line workflows. More than autocomplete, this is about building real systems-securely, efficiently, and with confidence. Across detailed chapters filled with runnable examples and field-tested insights, you'll discover how to: Write effective prompts and refine them into robust, production-quality code. Scaffold entire projects from the terminal using natural language. Automate test generation, refactor legacy modules, and streamline documentation. Use advanced techniques like context injection, retrieval-augmented coding, and persistent memory to handle large, complex codebases. Build and distribute your own AI-driven CLI tools, tailored to your team's needs. Apply AI responsibly by validating outputs, enforcing security, and tracking model decisions. Explore case studies where AI accelerates everything from prototyping web services to generating infrastructure scripts and even game development. Whether you're a seasoned engineer seeking scalable workflows or a new coder looking to shorten the path from idea to implementation, this book provides the strategies and systems to make AI an everyday collaborator in your work. You'll gain the confidence to move from experimentation to mastery, transforming AI from a novelty into a reliable partner in shipping real software. The future of coding isn't about humans versus machines-it's humans and machines building together. Start today, and let AI-powered workflows amplify your creativity, boost your productivity, and keep your projects moving at the speed modern development demands. Take the next step: get your copy now and put AI-augmented coding to work in your daily development.

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