Andrej Karpathy coined the term vibe coding in 2025, but his original joke included a warning: the code can grow beyond your comprehension if you keep accepting changes without review.

Why raw prompting fails

Most failed weekend apps share the same sequence. The builder opens Cursor or Bolt, writes a broad prompt, adds three more features, then spends Sunday night fixing side effects created by Friday's shortcuts.

A vibe coding workflow process works because it inserts decisions before generation. Cursor helps teams edit large codebases, Bolt turns plain English into browser-based apps, and Lovable speeds up product demos, but none of those tools replaces product judgment.

Step 1: Think before you open the editor

Write one sentence: who has the problem, what hurts, and what counts as success. Airbnb did this early by focusing on travellers who needed a cheaper place to stay during busy conferences. Slack did this by fixing internal team communication before it tried to be a general workplace platform.

Add one hard constraint. It could be one persona, one channel, or one core action. Constraints cut prompt sprawl.

Step 2: Spec the first version

Your first spec should fit on one page. Include the user, the core flow, the success event, the three screens that matter, and the data you must store.

Skip feature lists that read like investor fantasies. A to-do app needs capture, edit, and completion. It does not need AI summaries, social feeds, and gamified badges on day one.

Step 3: Prompt in small blocks

Break one feature into one prompt. Ask the model to build onboarding, then dashboard, then billing guardrails, then analytics events. Small prompts create smaller failure zones.

Replit and Lovable users often get faster progress when they prompt for flows instead of entire products. Teams that request one giant app usually spend longer untangling design drift and broken state.

Step 4: Review like a product owner

Read the changed files. Run the app. Check edge cases. Ask: did the feature solve the user problem or only satisfy the prompt wording?

This is where the vibe coding workflow process stops acting like a toy. Review turns generated code into an actual product asset.

A weekend launch example

Say you want to build a tool that rewrites rough LinkedIn hooks for freelancers. Think: freelance writers who post weekly but waste 30 minutes on openings. Spec: paste draft, choose tone, get three options. Prompt: landing page first, then rewrite engine, then save history. Review: test weak inputs, duplicate posts, and empty states.

Think. Spec. Prompt. Review. The order matters more than the tool.

Use the vibe coding workflow process every time you start a build. You will ship fewer vanity features and more working products.