فهرست مطالب

• Cover
• Copyright
• Table of Contents
• Foreword
• Preface
• Chapter 1. New World for Developers
• Evolution and Revolution
• Generative AI
• The Benefits
• Drawbacks
• A New Way for Developers
• Conclusion
• Chapter 2. How AI Coding Technology Works
• Key Features
• Code Suggestions and Context-Aware Completions Versus Smart Code Completion
• Compilers Versus AI-Assisted Programming Tools
• Levels of Capability
• Generative AI and Large Language Models (LLMs)
• Evaluating LLMs
• Types of LLMs
• Evaluation of AI-Assisted Programming Tools
• Conclusion
• Chapter 3. Prompt Engineering
• Art and Science
• Challenges
• The Prompt
• Context
• Instructions
• Input of Content
• Format
• Best Practices
• Reducing Hallucinations
• Security and Privacy
• Autonomous AI Agents
• Conclusion
• Chapter 4. GitHub Copilot
• GitHub Copilot
• Getting Started
• Copilot Partner Program
• Conclusion
• Chapter 5. Other AI-Assisted Programming Tools
• Amazon’s CodeWhisperer
• Google’s Duet AI for Developers
• Tabnine
• Replit
• CodeGPT
• Cody
• CodeWP
• Warp
• Bito AI
• Cursor
• Code Llama
• Other Open Source Models
• Conclusion
• Chapter 6. ChatGPT and Other General-Purpose LLMs
• ChatGPT
• GPT-4
• Navigating ChatGPT
• Browse with Bing
• Tedious Tasks
• Cross-Browser Compatibility
• Bash Commands
• GitHub Actions
• Plugins
• GPTs
• Gemini
• Claude
• Conclusion
• Chapter 7. Ideas, Planning, and Requirements
• Brainstorming
• Market Research
• Competition
• Requirements
• Approaches to Project Planning
• Conclusion
• Chapter 8. Coding
• Reality Check
• Judgment Calls
• Learning
• Comments
• Modular Programming
• Starting a Project
• Autofill
• Refactoring
• Functions
• Object-Oriented Programing
• Frameworks and Libraries
• Data
• Frontend Development
• APIs
• Conclusion
• Chapter 9. Debugging, Testing, and Deployment
• Debugging
• Documentation
• Code Review
• Deployment
• Conclusion
• Chapter 10. Takeaways
• The Learning Curve Is Steep
• There Are Major Benefits
• But There Are Drawbacks
• Prompt Engineering Is an Art and Science
• Beyond Programming
• AI Won’t Take Your Job
• Conclusion
• Index
• About the Author
• Colophon