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AI-Driven App Development Guide

May 5, 2025

Building with AI: Top 10 Rules and Tools

Introduction

  • Focus on building quickly with AI and reducing debugging time.
  • Explore app building tools, frameworks, and MCPs.
  • Course available with over 100 micro lessons.

Choosing the Right Tool

  • Beginner to Advanced Tools:
    • Start with tools like Lovable and Bold New.
    • Progress to Replate Agent.
    • Advanced: Windsurf and Cursor.
  • Pricing:
    • Mostly similar, but Lovable Bolt requires a subscription.
    • Free alternatives: Klein with VS Code (costs for model usage).
  • General Setup:
    • File structure, code editing, terminal, and AI chat interface.

Planning with AI

  • Avoid "vibe coding"; instead, create a structured plan.
  • Resources:
    • Setup prompts at notes.switchdimension.com.
  • Project Setup Steps:
    1. Talk to a Product Manager AI.
    2. Consult a UX Designer AI.
    3. Work with a Software Architect.
  • Create and Review Documents:
    • Software Requirement Specification document.

Tools for Project Management

  • Taskmaster AI:
    • Breaks down plans into subtasks.
  • Use popular languages and frameworks for better AI support:
    • TypeScript, JavaScript, Python.
    • Frameworks: Nex.js, Tailwind CSS, Shad CN.

Step-by-Step Development

  • Avoid one-shot prompts; prefer iterative development.
  • Understand model strengths and weaknesses:
    • Use different models for code generation, planning, and troubleshooting.

Understanding Context Windows

  • Be aware of model limits in context windows.
  • Use document summarization tools in editors to manage context effectively.

Model Personalities

  • Familiarize with model characteristics:
    • Example: Claude 3.5 vs. 3.7 for different tasks.
  • Choose models based on task requirements (e.g., implementation vs. design).

Adding Context to Models

  • Use tools like Windsurf and Cursor to add specific documentation context.
  • Tools like Context 7 for accessing updated library docs.

Prompting Techniques

  • Begin with a clear plan and step-by-step prompts.
  • Use incremental development and review code changes regularly.
  • Avoid complete reliance on "vibe coding."

Version Control and Testing

  • Use git for version control over built-in checkpoint features.
  • Recommended: Feature branching and committing changes.
  • Begin writing tests with AI assistance:
    • Types: Unit tests, integration tests, and end-to-end tests.
  • Use tests to ensure new features don't break existing functionality.

MCP Servers

  • Start with essential MCP servers (e.g., Brave Search).
  • Explore more as an advanced user.

Conclusion

  • Transition from chaotic "vibe coding" to a structured, controlled process.
  • Embrace the planning and tools to enhance app development with AI.