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Structured Vibe Coding with AI Coding Agents

Structured Vibe Coding with AI Coding Agents

1h 19mIntermediate2025-08-22

Authors

Han-chung Lee

Han-chung Lee

Course details

Dive into the world of AI-assisted software development and learn how to harness the power of vibe coding with leading tools like Claude Code. This course provides a practical guide for software engineers to move beyond rapid prototyping and responsibly integrate AI into complex projects. Learn to set up your AI coding environment, implement an effective pair-programming workflow where the AI drives code generation under your expert navigation, and leverage AI for deep code understanding. Discover essential best practices, from software stack selection and monorepo organization to avoiding common pitfalls, ensuring you can confidently accelerate development cycles while maintaining code quality and security.

Learning objectives
Critically evaluate when to use pure vibe coding versus a more principled, engineering-focused approach with AI agents, ensuring responsible and effective application of these tools based on project stakes and requirements.
Set up and configure an AI-assisted coding environment using tools like Claude Code, including selecting appropriate models, tools (MCPs), and project-specific rules files.
Implement a disciplined vibe coding workflow, acting as a navigator to an AI driver, to plan tasks, generate code, and responsibly verify and debug AI-generated software.
Leverage AI coding agents not just for code generation, but also for rapidly understanding complex codebases and generating system diagrams to enhance comprehension.
Identify and apply best practices for AI-assisted development, such as selecting appropriate software stacks and structuring projects, and anticipate and mitigate common pitfalls like context-window amnesia and security vulnerabilities.

Skills covered

Programming FoundationsAI Productivity ToolsArtificial Intelligence FoundationsArtificial Intelligence for BusinessArtificial Intelligence (AI)Business Software and ToolsSoftware DevelopmentOne-Off

Concepts

0. Introduction

  • 01 - Moving beyond simple vibe coding

1. Foundations of Vibe Coding

  • 02 - What is vibe coding

2. Setting Up Your Vibe Coding Environment

  • 03 - Choosing your coding agent host - VS Code and Claude Code
  • 04 - Equipping agents - Essential tools and MCPs
  • 05 - Model selection for optimal vibe coding
  • 06 - Project context - Understanding rules files

3. The Vibe Coding Workflow

  • 07 - AI pair programming - Human as navigator, AI as driver
  • 08 - Warm up - A landing page for your AI consulting business
  • 09 - Execute - Test-driven development with your AI agent
  • 10 - Trust but verify - Testing, PRs, and debugging

4. Beyond Code Generation - AI for Code Understanding

  • 11 - Rapid codebase onboarding with AI agents
  • 12 - Generating diagrams for system comprehension

5. Best Practices and Avoiding Pitfalls

  • 13 - Software stack selection for AI agent success
  • 14 - Monorepos - The AI coding agent's best friend
  • 15 - Managing proliferating rules files effectively
  • 16 - Common vibe coding pitfalls and their antidotes

Conclusion

  • 17 - The future of AI-assisted development

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