Vibe Coding with GitHub Copilot & Cline: AI Coding Workflow

About this course

Autocomplete is just the start.

In this course you move from accepting a few suggestions to steering AI agents like GitHub Copilot and Cline through real development work. You prompt the agent. You review its output. You ship.

This is vibe coding done properly: fast prototyping with AI, backed by debugging, testing, security checks and clean refactoring, so your speed doesn't cost you quality.

Who this is for:

Developers and software engineers who already code in a language like Python, JavaScript, Java or C#Students and freelancers who want an AI-first workflow they can use on client and personal projects

Anyone who has tried Copilot or Cline and wants a structured way to get reliable results

Who should skip it: complete beginners. You need basic to intermediate skill in one programming language and comfort with an IDE or code editor. Git and basic software development concepts help.

What's inside, module by module:1. Foundations: The New Workflow & PromptingSet up your agentic coding environment

Learn prompting techniques that steer LLMs toward the code you want2. Execution: Inline, Chat & Vibe CodingGenerate code inline and through chat, right inside your IDE

Use vibe coding to prototype quickly and work across multiple files3. Optimization: Debugging, Security & QA

Use AI to diagnose hard-to-find bugs

Generate test suites automatically

Check AI-written code for security problems4. Legacy & Ethics: Refactoring & Professionalism

Clean up spaghetti code with AI-assisted refactoring

Handle the ethical and intellectual property questions around AI-generated code

The goal is simple. You finish as a developer who uses AI across the whole software development lifecycle, from first prompt to tested, refactored code, not just to type faster.

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