Vibe coding workflow for non-technical people using Cursor and AI

Summarized on: 2025-04-24

A concise and effective way to build software with AI tools like Cursor, especially if you don’t know how to code. This note summarizes a popular Twitter thread that offers a realistic and repeatable approach to AI-assisted development.

📌 Original thread by @0xDesigner


What this is about

This method is focused on non-technical creators who want to build things using AI without getting lost in a loop of confusing errors. It introduces a clear workflow built around conversation, iteration, and minimal frustration.


Key principles

  • Goals over commands
    Don’t tell the AI what to do. Describe what you want to achieve and ask helpful questions like:

    • “How would you make this?”
    • “What do you need from me?”
    • “What are your blind spots?”
  • Use Cursor’s dual-role setup
    Paste custom rules into Cursor to introduce a structured workflow:

    • Planner: designs the plan, breaks down the task
    • Executor: writes code, runs tests, reports progress
  • Stay in a loop
    Repeat the rhythm: Planner → Executor → Planner (check) → Executor

  • Use the scratchpad effectively
    All communication, updates, blockers, and fixes live in .cursor/scratchpad.md.


Debugging smarter

  • Tell the agent to “check the console” instead of explaining the error
  • Revert often — it’s faster to restart than debug messy code
  • Reduce the scope if stuck, and plan again from scratch
  • Ask: “What do you need to feel confident before you begin?”

Pro tips

  • Use @web to fetch API docs or reference material
  • Only mark tasks complete after successful test results and review
  • Restart is not failure — it’s how the system learns
  • Everything you learn (fixes, patterns) goes into the Lessons section

Final takeaway

This workflow won’t guarantee perfect results, but it will guarantee progress. You’ll avoid the trap of half-built prototypes and gain confidence working alongside AI — even if you don’t write code.


  • Iterative Development