Vibe coding is building a small piece of software by describing what you want to an AI in plain English, looking at what it makes, and telling it what to change — over and over — until the thing works. You never touch code. You type instructions like "build me a settlement-cost calculator with fields for purchase price, stamp duty and legal fees, and show the total at the bottom," and the AI writes the working tool for you. If the result is wrong, you say so in words and it fixes it.
This guide is for the partner, practice manager or bookkeeper who keeps hearing the term and wants a straight answer: is this something a non-technical firm can actually use, and what does a safe first project look like? You will not need to install anything or learn a single line of syntax.
Can I build an app without knowing how to code?
Yes — for small, self-contained tools, genuinely yes. The AI does the coding. Your job is to describe the problem clearly and judge whether the result does what you asked. That is a skill you already have from briefing staff.
What has changed is that the AI now writes code well enough that a beginner can steer it. You are not becoming a developer. You are becoming someone who can get a computer to build you a calculator, a checklist, or a one-page dashboard in an afternoon without waiting for anyone's schedule to clear.
The honest limit sits in one word: small. Vibe coding is brilliant for a single-purpose tool that runs in your browser. It is not how you build a client portal, a booking system that takes payments, or anything that needs a login, a database of real records, or connections to your practice software. More on that below.
Vibe coding examples for small business
The best first projects replace a spreadsheet, a sticky note, or a five-minute manual calculation you do every week. Here are the kinds of things the four professions we work with — accountants, lawyers, real estate agents and conveyancers — can build safely:
- A settlement or purchase cost calculator — enter the price and a few figures, get the total costs a buyer will face. Useful for conveyancers and agents.
- A document-request checklist generator — pick the matter type and it produces the list of documents you need from a new client.
- A BAS or year-end readiness checklist — a tick-box page that tells a client what to gather before an appointment.
- A simple quote or fee estimator — sliders and dropdowns that produce a ballpark figure for an enquiry.
- A one-page dashboard from a spreadsheet — paste in your own summary numbers and see them as a clean chart for a team meeting.
Notice the pattern. Every one of these uses information you type in on the spot or your own non-personal figures. None of them stores a client's private details. That is what makes them safe to build this way.
Claude Artifacts vs ChatGPT Canvas for non-developers
The two easiest places to start both show you the working tool right next to the conversation, so you can see changes happen as you ask for them.
| Feature | Claude (Artifacts) | ChatGPT (Canvas) |
|---|---|---|
| Where to start | claude.ai — start a chat, ask it to build a tool | chatgpt.com — start a chat, ask it to build a tool |
| Tier for real use | Free works; Pro for heavier use | Free works; Plus for heavier use |
| Live preview | Tool appears in a panel beside the chat | Tool appears in a side canvas |
| Best for | Interactive tools and calculators; very tidy previews | Tools plus documents you refine together |
| Sharing the result | Publishable link to the artifact | Copy the code, or share within your workspace |
For a first-ever build, Claude Artifacts is the gentlest introduction — you describe a calculator or checklist and it renders it beside you, ready to click. ChatGPT's Canvas does the same job and is a strong choice if your firm already pays for ChatGPT. There is no wrong answer; pick whichever account you already have and try the other later.
Tools like Cursor, Lovable, Replit, Bolt and v0 go further and can build multi-page apps, but they assume more comfort with the mechanics. Start with the two above and only reach for those once you have a reason to.
Is vibe coding safe for a professional firm?
It is safe when you keep it inside firm boundaries. The risks are real but avoidable, and they fall into three buckets.
Client data. Never type a real client's personal information into a public AI chat to test a tool. The OAIC's general guidance on commercially available AI products is clear that the Privacy Act applies the moment personal information goes into a system, and that publicly available chatbots should not be given personal information. Build and test with made-up data — "Jane Test", "123 Fake Street", round-number amounts. If a tool will ever touch real client records, that is the point where it stops being a vibe-coding project and needs a proper, governed build. We cover the boundaries in our guide to AI and client data under the Privacy Act.
Shadow IT. A tool one person builds and quietly relies on is a risk if nobody else knows it exists or how it works. Anything you build should be logged against your firm's AI policy, with a named owner. If you do not have a policy yet, our AI policy checklist for law firms is a practical starting point that applies well beyond law.
Correctness. A prototype can look perfect and still get the maths wrong on an edge case. Never trust a vibe-coded calculator for a real client quote or a real settlement figure until a human has checked its output against a worked example. Treat it as a helpful draft, never as the source of truth.
The single rule that keeps you safe: if getting it wrong would harm a client, cost money, or breach an obligation, a prototype is not good enough. Hand it to a developer.
What should I build first with AI?
Start with something low-stakes that you will genuinely use, so the learning sticks. Here is a ten-minute first exercise you can do right now.
- Open claude.ai (or ChatGPT) and start a new chat.
- Type this exact prompt: "Build me a simple web tool with three number fields — property purchase price, estimated legal fees, and estimated disbursements — and a button that adds them up and shows the total estimated cost to the buyer. Make it clean and easy to read. Use example figures only, no real data."
- Watch the tool appear in the panel beside the chat. Click the fields, type some numbers, press the button.
- Now improve it in plain English. Try: "Add a field for stamp duty and include it in the total." Then: "Show the total in bold and larger text." Then: "Add a short note at the bottom saying this is an estimate only and not formal advice."
When the first result is wrong — and it often is — the skill is reacting in words. Do not start over. Say exactly what is off: "The total isn't updating when I change the fees field," or "Move the disclaimer above the button, not below it." The AI fixes it in place. This back-and-forth is the whole craft of vibe coding. You are directing, not building.
Within ten minutes you will have a working tool and, more importantly, the feel for how the loop works: describe, look, correct, repeat.
What vibe coding must not be used for
Being honest about limits is what makes this worth doing. A vibe-coded tool must not be:
- Fed real client data — use test data only, always.
- Put in front of clients without review — no unchecked calculator on your website, no client-facing form that stores answers.
- Relied on when it must be right every time — trust accounts, tax figures, settlement calculations and deadlines need a checked, governed system.
- Built to handle logins or payments — the moment a tool needs accounts, stored records or money changing hands, stop and involve a developer. That is not a prototype anymore.
Think of vibe coding as the sketch, not the finished building. It is superb for testing an idea, replacing a personal spreadsheet, or showing a colleague what you mean before you commission the real thing. If a prototype proves its worth, the natural next step is a proper build — see our implementation guide for professional services for how that transition works and what it costs.
Who owns the tool afterwards?
This matters more than beginners expect. A tool built in Claude or ChatGPT lives inside that account. If the person who built it leaves, or the AI product changes how it works, the tool can break or disappear. For a throwaway calculator that is fine. For anything the firm comes to depend on, write down where it lives, who maintains it, and how you would rebuild it — and log it against your AI policy so it never becomes untracked shadow IT.
Keep your first projects deliberately disposable. The value is in learning what is possible and building the instinct for what to automate next, not in creating something fragile that the firm quietly leans on.
Once you have felt how quickly a small tool comes together, you will start spotting the repetitive tasks worth automating properly. Our free guide, 10 AI Workflows to Save 10+ Hours a Week, walks through the workflows most firms tackle first — a good map for where to point your new confidence.
Common questions
Do I need to install any software to try vibe coding?
No. The easiest tools run entirely in your web browser. If you have a free Claude or ChatGPT account, you can start immediately by opening a chat and describing the tool you want. There is nothing to download, no code editor, and no setup. You simply type instructions in plain English and the tool appears beside the conversation.
Is a vibe-coded tool a real product I can rely on?
Treat it as a prototype, not a finished product. It is perfect for testing an idea, replacing a personal spreadsheet, or showing a colleague what you mean. It is not built to handle real client data, logins, payments, or tasks that must be correct every time. Once a tool proves useful, commission a proper, governed build before relying on it.
Can I put a calculator I built onto my firm's website?
Not without a developer reviewing it first. A vibe-coded tool can look perfect and still miscalculate an edge case, and anything client-facing must be checked and governed. Use these builds internally, with test data and human review of every output. If the idea works, hand the prototype to a developer to rebuild it safely for public use.
What is the difference between Claude Artifacts and ChatGPT Canvas?
Both let you describe a tool and see it built beside the conversation, then refine it in plain English. Claude Artifacts gives especially tidy live previews of interactive tools and is a gentle first choice. ChatGPT Canvas does the same job and suits firms already paying for ChatGPT. Use whichever account you already have; the workflow is nearly identical.
How do I keep vibe-coded tools out of privacy trouble?
Only ever build and test with made-up data — never a real client's personal information. The OAIC's general guidance is that public chatbots should not receive personal information. Log any tool you keep against your firm's AI policy with a named owner, and escalate to a governed build the moment a tool needs to touch real client records.
Want these ideas working in your firm? We build controlled AI workflows for Australian professional services firms — starting with a free automation audit.