Vibe Coding for Beginners: Your First Real Project

A timed first vibe coding project you can finish in about 45 minutes, plus the three points where beginners reliably get stuck and how to get moving again.

Steve Jefferson
Steve Jefferson
Developer Advocate
1 August 20261 min read

Vibe coding means building software by describing what you want in plain language and letting an AI write and run the code, staying focused on whether the result behaves correctly rather than on how the code is written. For a beginner the fastest way in is a single small project you finish in one sitting, and the honest answer to "what should that be" is: something with a form, a list, and a place to store things.

This walkthrough is timed. Roughly 45 minutes, start to finished thing, with the awkward parts left in.

What vibe coding is, and what it is not

It is not "the AI builds it while you watch." You stay in the loop the entire time, and your job changes rather than disappears. Instead of writing syntax you are describing behaviour, checking the result, and describing the next correction. It is closer to directing than to typing.

It is also not a replacement for understanding what your software does. You can get away with not knowing how a function is written. You cannot get away with not knowing what the app is supposed to do when two people submit the same form at the same time. The first is the AI job. The second stays yours.

If the mechanics of what is doing the work interest you, we wrote a plain definition of what an AI coding agent actually is.

Which tool you pick for that first project matters less than people assume, since the loop of describing, running and correcting is the same everywhere. It does matter some, though. If you have not settled on one yet, see our comparison of the best AI coding agents for solo developers before you start the 45 minutes below.

Pick a first project that can fail safely

The best first project is boring, personal, and has no users but you. That combination means every mistake is free.

  • A reading list where you save a title, an author and a status.

  • A workout log with a date, an exercise and a number.

  • A link saver with a URL, a tag and a note.

  • A simple expense tracker for one person, one currency, no reports.

Notice what these have in common: a small number of fields, one type of user, and no money moving anywhere. Avoid anything with payments, login for other people, or real customer data on your first run. Not because it is technically harder, but because the cost of getting it wrong stops being zero.

The 45 minute run

Using the reading list as the example. Times are realistic rather than optimistic.

  1. Minutes 0 to 5. Write down the fields before you open anything. Title, author, status (want to read, reading, finished), date added, and a short note. Five fields. Resist adding a sixth.

  2. Minutes 5 to 10. One opening prompt describing the whole thing: what it is, the exact fields, that it is for one person with no login, and that it should work on a phone browser. Send it, and let it build.

  3. Minutes 10 to 15. Open what came back and use it as a real person would. Add three books. Do not read the code. Watch the behaviour.

  4. Minutes 15 to 30. Correct one thing at a time. Realistic first round: the status is a free text box instead of a dropdown, the list is not sorted, and there is no way to delete an entry you added by mistake. Three prompts, one per problem.

  5. Minutes 30 to 40. Try to break it. Submit an empty form. Add a book with a 300 character title. Reload the page and confirm your three books are still there. Fix what falls over.

  6. Minutes 40 to 45. Add exactly one nice thing. A count at the top, or a filter for finished books. One, then stop.

At the end you have a working thing you use, and more importantly you have seen the actual rhythm: describe, run, observe, correct. Everything larger is that loop repeated with higher stakes.

The three places beginners stall

Stall one: the first version looks right and is empty

You add a book, the screen shows the book, you reload, and it is gone. The interface was built before the storage was wired up, or the save silently failed. This feels like a disaster and is a two minute fix.

Say exactly what you observed: "I add a book, it appears in the list, but after I reload the page the list is empty." Do not say "the database is broken", because you do not know that yet and a wrong diagnosis sends the work in the wrong direction.

Stall two: the fix loop

You ask for a fix, it breaks something else, you ask again, and the original problem returns. Three rounds later nothing works and you are prompting angrily.

The cause is almost always that the conversation has grown long enough that earlier instructions are no longer being used well. The fix is unintuitive: stop, start a fresh conversation, and describe the current state and the one problem you want solved. This works far more often than it should. The reason is worth understanding, and it is the practical face of how context windows behave.

Stall three: you cannot tell whether it is done

Without a definition of finished, every project becomes infinite, and AI removes the friction that used to stop you. Before you start, write the one sentence that means done: "I can add a book, see my list, and mark one as finished." When that sentence is true, you are finished. Add more only after using it for a week.

Habits that separate the people who keep going

  • One change per prompt. Bundled requests produce bundled breakage you cannot untangle.

  • Describe symptoms, not causes. You are usually wrong about the cause and it costs you a round trip.

  • Test after every change, not at the end. Five seconds now, or twenty minutes of bisecting later.

  • Keep a note of what works. Your prompts get better faster than your patience does.

  • Stop at good enough. The instinct to keep polishing is what turns a finished project into an abandoned one.

When the output keeps missing in ways that feel systematic rather than random, it usually is. We catalogued the recurring reasons AI writes code that does not work, each with its own fix.

Where to go after the first project

The natural next step is something with a second type of user, which is where access rules start to matter, or something you actually deploy for other people. Our complete guide to building an app with AI covers the scoping decisions that become important once the thing has users other than you.

If you were hoping to end up in an app store, read what AI can realistically do for a mobile app first, because that path has a manual section AI does not remove.

Once your first project works, writing tests for it is the natural next step. See how to use AI to write tests for a workflow that catches real bugs instead of encoding them.

Frequently asked questions

Do I need to know how to code to try vibe coding?

No, but you do need to be willing to test carefully and describe problems precisely. People who are good at writing clear instructions tend to do well at this regardless of technical background.

Is vibe coding good enough for a real product?

For internal tools, prototypes and personal projects, comfortably. For something customers pay for or that holds their data, treat the AI built version as a first draft that needs a real security and reliability review before launch.

What do I do when the AI keeps making the same mistake?

Start a new conversation and describe the current state from scratch, including the rule it keeps violating. Repetition inside a long thread rarely fixes itself.

How long until I am any good at this?

Most people feel competent after three or four finished projects. The skill that improves is not prompting tricks, it is knowing what to specify up front, and that only comes from having been burned by leaving it out.

How did this land?

About the author

Steve Jefferson
Steve Jefferson

Developer Advocate

Steve builds something with Swarmz every week and writes up what worked, what broke, and what he'd do differently. Tutorials and hands-on guides are his lane.

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