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How To Get The Most Out Of Vibe Coding


  • Vibe coding means programming with natural language using AI.
  • You treat the AI as your coding partner — giving it structured, detailed prompts.
  • It’s a rapid evolution of prompt engineering with powerful potential.

  • Always start with a comprehensive plan.
  • Use a markdown file to outline the system architecture.
  • Break down the project into parts and clearly mark things that are out of scope (e.g., “later”).

  • Use Git consistently: commit working changes regularly.
  • Use git reset --hard when you need a clean slate.
  • Don’t let AI output pile up without structure.

  • Write integration tests before adding features.
  • Testing early helps catch side effects from AI-generated code.

  • Keep your codebase modular with small, focused files.
  • Define clear API boundaries between components.
  • Once tests are in place, you can safely ask the AI to refactor.

  • For beginners: tools like Replit or Lovable focus on UI and simplicity.
  • For more control: try Cursor, Claude Code, or Windsurf.
  • If stuck in an IDE, try using the AI directly through a prompt interface.

  • Use screenshots or diagrams when explaining UI/design issues to AI.
  • Tools with voice input (like Aqua) can help you generate prompts faster.

  • Paste error messages directly into your prompt.
  • First, ask the AI for possible causes, not just code fixes.
  • Reset and add logging when things get too messy.

  • AI understands mature frameworks (like Ruby on Rails) better.
  • Cutting-edge stacks (like Rust or Elixir) may give less reliable outputs — though this is improving.

  • Different models excel at different tasks:
    • Use Gemini for high-level planning.
    • Use Claude Sonnet for code implementation.
  • Continuously test new tools and models.

“Make a plan with AI before coding. Save it as a markdown doc. Label stuff you’re avoiding as ‘not today, Satan’.”

“Commit every time something works. No exceptions. Don’t trust the undo button. Tests = mental seatbelts.”


Vibe coding isn’t just using AI — it’s a structured, collaborative process.
To get the most out of it:

  • Plan thoroughly
  • Use version control
  • Write tests
  • Keep code modular
  • Experiment with tools

Adopt solid engineering practices, and AI will multiply your speed and effectiveness.