Vibe Coding with AI

AI coding assistants have fundamentally changed how I work. After 6 months of intensive "vibe coding" — collaborating with AI to build projects faster than ever — here's what I've learned about this new paradigm.

What is Vibe Coding?

Vibe coding is about describing what you want in natural language and letting AI generate the initial code, then iterating together. It's not about replacing programming skills — it's about amplifying them. You still need to understand architecture, debug effectively, and make design decisions. But the speed of implementation increases dramatically.

Where AI Shines

AI excels at boilerplate code, repetitive patterns, and translating well-defined requirements into code. Need a REST API with CRUD operations? A form with validation? CSS animations? AI can generate solid first drafts in seconds that would take 30 minutes to write manually.

// Example: AI-generated utility function
// Prompt: "Create a debounce function with TypeScript types"
function debounce<T extends (...args: any[]) => any>(
  func: T,
  wait: number
): (...args: Parameters<T>) => void {
  let timeout: NodeJS.Timeout;
  return (...args: Parameters<T>) => {
    clearTimeout(timeout);
    timeout = setTimeout(() => func(...args), wait);
  };
}

Where Human Judgment Matters

AI struggles with architectural decisions, complex business logic, performance optimization, and understanding the "why" behind requirements. It can generate code that works but isn't optimal, or that solves the wrong problem elegantly. Your job shifts from writing every line to reviewing, guiding, and making high-level decisions.

My Workflow

I use AI for initial scaffolding, then refine by hand. For complex features, I break them into small, well-defined tasks that AI can handle individually. The key is clear, specific prompts — the better you communicate what you want, the better the output.

Vibe coding isn't a shortcut — it's a multiplier. It makes good developers great and fast developers faster.