AI Coding Agents and How to Code Them

Overview

Discover how AI Coding Agents can revolutionize programming by automating tasks and enhancing productivity. Learn to implement these agents through live coding examples and explore the future of programming with AI assistance.

Syllabus

• Introduction to AI Coding Agents
Overview of AI in software development
Benefits of AI coding agents for productivity and automation
• Setting Up Your Environment
Required tools and software
Setting up coding environments for AI integration
• Understanding AI Models for Coding
Overview of machine learning and deep learning
Key AI models used in coding assistance (e.g., GPT, Codex)
• Live Coding Examples with AI Agents
Basic integration of AI agents in the coding workflow
Step-by-step live coding example #1 (Simple script writing)
Step-by-step live coding example #2 (Debugging and code review)
• Building Your Own AI Coding Agent
Frameworks and libraries for building AI coding agents
Deploying and testing custom AI coding solutions
• Advanced Techniques for AI Coding Agents
Enhancing AI code generation capabilities
Implementing AI for complex problem-solving tasks
• Ethical Considerations and Challenges
Understanding the implications of AI in programming
Addressing biases and ensuring responsible AI usage
• The Future of AI in Programming
Emerging trends and technologies
Vision for the future of AI-enhanced development
• Course Project
Develop and present a project utilizing AI coding agents
• Conclusion and Next Steps
Recap of key learning points
Resources for further learning and exploration

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Subjects

Computer Science