Is Vibe Coding Dead? A Step-by-Step Way to Keep Shipping

A project you can reopen, understand, and improve is a better outcome than a demo you can only admire once. You can get there with a small idea, an AI coding tool, and a way to run and test what it produces. So, is vibe coding dead? No. Building by describing what you want, inspecting the result, and iterating is useful. The trouble starts when generated code moves faster than your understanding of the project.

Vibe coding means guiding an AI coding tool in natural language rather than writing every line yourself. It makes starting approachable, but the tool cannot decide which tradeoffs you intended to keep. These steps give each build session a finish line and leave enough memory for the next one.

Step 1: Choose one behavior you can test

Write down a single thing the app should let someone do. For a tiny SaaS, that might be “create a project and see it in a list.” For an internal tool, it might be “enter a request and see its status.” Include the action and the visible result, rather than asking the tool to build the whole product.

Give that behavior to your coding tool along with any existing project constraints. Ask for the smallest change that makes it work. You have a useful scope when you can describe how to test the result without explaining the rest of your roadmap.

Step 2: Run the result as a user

Open the app and try the behavior yourself. Then try an empty field, an unexpected value, or a second attempt. A screen that looks right can still save nothing, show stale data, or fail when you refresh it.

When something breaks, report what you did, what you expected, and what happened. For example, “I submitted a request with no title. The form closed, but no error appeared. Keep the form open and show a useful validation message.” That gives the tool a reproducible problem instead of a vague request to fix the app.

Review the changed files before accepting another round. You do not need to memorize every line, but you should know which parts of the project the change touched. Authentication, database writes, secrets, and destructive actions deserve closer review before any production deployment.

Step 3: Record the decision behind the change

Once the behavior works, write a few lines about what you chose and why. Suppose you kept request statuses editable by an admin rather than adding automatic transitions. That choice will matter when you return to the feature. Without a note, an AI tool in a later session may confidently implement the opposite behavior.

Keep the note close to the project and use plain language. “Request status is changed manually because approval rules are undecided” is more useful than a transcript of the entire conversation. Save a prompt too if it solved a difficult issue and you can imagine reusing its approach. The record should help you make the next decision, not reconstruct every minute of the build.

For a fuller checklist, this guide to documenting a vibe coded project explains what to keep and how much is enough.

Step 4: Leave one next action

Before closing the session, name the next small test or feature. “Test whether a non-admin can edit request status” is actionable. “Improve permissions” leaves too much interpretation to the next session, whether that session belongs to you or an AI tool.

When you return, read the last decision and next action before opening a fresh chat. Pass along only the context the tool needs for that task, then inspect its proposed change against the behavior you already tested. This is how fast iteration stays cumulative instead of repeatedly covering the same ground.

Keep the speed, preserve the context

The useful answer to “is vibe coding dead?” is visible in what happens when you come back to the project. If you can identify the working behavior, the reason for a decision, and the next test, you can keep building without starting over. If you cannot, pause long enough to write those things down before generating more code.

VibeCrumbs gives your build notes, feature work, and reusable prompts a shared home. Keep your next build session connected in VibeCrumbs.