AI Coding Agents and How to Code Them

Overview

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