Vibe Coding with AI
TL;DR
Vibe‑coding is a fast, playful way to build with AI.
You describe the vibe — the intent, the shape, the constraints — and the AI writes the code.
It’s perfect for beginners, prototypes, experiments, and anyone who wants to move quickly without getting bogged down in syntax.
🎨 What Is Vibe Coding?
Vibe‑coding is the practice of writing code by describing what you want in natural language.
Instead of thinking in terms of syntax, you think in terms of intent:
- “I need a script that cleans up my downloads folder.”
- “Give me a simple API endpoint that returns mock data.”
- “Build a small webpage with a centered hero section and a call‑to‑action button.”
You’re not acting like a bricklayer placing one line of code at a time. You’re acting like an architect describing the shape of the solution.
The AI handles the boilerplate — you handle the direction.
🔁 The Vibe‑Coder Loop
Vibe‑coding follows a simple rhythm:
-
State the Vibe
Describe what you want in plain English.“I need a PowerShell script that cleans up my downloads folder but ignores anything touched in the last 24 hours.”
-
Review the Output
Look for logic gaps, not syntax errors. -
Refine the Vibe
“Actually, move them to a ‘To Archive’ folder instead of deleting them.”
-
Repeat
Each pass sharpens the result.
This loop is fast, forgiving, and surprisingly powerful.
🧠 Essential Rules for the Vibe‑Coder
1. Context Is King
AI can’t read your mind — or your file structure — unless you tell it.
Bad:
“Fix my CSS.”
Good:
“I’m using a Hugo template with Tailwind. My primary brand color is
#3b82f6. Fix the mobile padding on the navigation bar.”
The more context you give, the better the vibe.
2. Short‑Circuit Early and Often
If the AI gives you something over‑engineered, pivot immediately.
“That’s too complex. Give me the simplest version using only native PowerShell commands.”
Vibe‑coding is about momentum, not maximalism.
3. Debug the Intent, Not the Line
When something breaks, don’t zoom into line 42.
Zoom out.
Ask: “Why did the logic fail?”
Not: “Why is this line wrong?”
You’re debugging the idea, not the keystrokes.
🧪 A Sample Vibe: The “Weight” Extractor
Here’s a real vibe we used while managing our content library:
The Prompt:
“Give me PowerShell to extract ‘weight’ entries from all pages under
content/coding.”
The Result:
A recursive script using Regex to parse front matter — generated in seconds, saving 20 minutes of manual checking.
This is the heart of vibe‑coding: small wins, fast.
🚀 Why Vibe Coding Matters
Vibe‑coding lowers the “activation energy” required to build things.
You don’t need to remember:
- how to write a
foreachloop in three languages - how to structure a Tailwind layout
- how to initialize a new API route
- how to write a recursive file walker
You just need to know what you want.
Vibe‑coding turns ideas into working code with almost no friction — which makes it perfect for:
- beginners learning through doing
- developers prototyping quickly
- tinkerers automating small tasks
- anyone who wants to build without slowing down
🧭 Next Steps
- Get oriented: If you’re new to AI‑assisted coding, start with Getting Started with AI Coding.
- Make sense of your output: Break down AI‑generated code with Understanding Code.
- Shape your own logic: Build functions, features, and structure in Writing Code.
- Level up your workflow: When you’re ready for more clarity and control, explore The Two‑AI Workflow.
- Equip your setup: Choose editors, assistants, and tools in Tools for Coding.
⚠️ A quick note
The most dangerous thing an Architect can do is trust the AI blindly. The AI doesn’t have to maintain the code at 3:00 AM — you do.
And remember: AIs don’t know what’s sensitive unless you tell them. Keep company secrets, API keys, and private data out of your prompts. For a quick refresher, see AI Safety Basics.