Best Practices for Vibe Coding (What You’re Getting Wrong) + GoDaddy Airo Examples

You've probably seen or heard the phrase "anyone can vibe code" somewhere online, and while it's true, it carries with it an unspoken assumption that vibe coding best practices either don’t exist or, if they do exist, they’re an afterthought. The unfortunate results of that mentality are visible all over Reddit: someone comes across vibe coding, starts doing it without following vibe coding best practices, and then posts about how bad their results are.

I've read my share of these complaint threads. The blunt truth is that far too many beginners are approaching vibe coding the wrong way and then blaming the tools for their lackluster results.

I professionally test AI app builders. In this article, I'm going to share five rules of thumb that you can follow so you end up with a successfully built project instead of as another disgruntled Redditor. I'll be using GoDaddy Airo AI Builder for the examples throughout. We'll close by covering the most common mistakes that first-time vibe coders make. 

1. Choose the appropriate vibe coding tool (AI builder) for your project

Vibe coding tools are a dime a dozen these days. The upside is choice; the downside is that a lot of people pick the wrong fit.

The misalignment partly occurs because the blanket term "vibe coding tools" can refer to any of the roughly three categories of vibe coding tools that exist:

1. AI builders offered by web hosts
2. Dedicated AI app builders
3. AI-powered developer tools

Most small business owners and beginners understand that developer tools are not their lane. However, unless you’ve spent significant time testing both dedicated AI app builders and AI builders offered by web hosting companies, the difference between the two is much less clear.

As someone who has spent that time, I’ve found that host-bundled builders are generally more convenient, less expensive, but also less capable. They’re fine for a simple site, but frustrating the moment you want to add user registration, payments, and other features where people are interacting with your site in some way beyond looking at it. Compared to dedicated app builders, they also have weak free plans that don’t let you publish your projects on a free subdomain.

Having said that, GoDaddy Airo AI Builder is the first one I’ve tested that behaves like a hybrid between the two — not just in marketing, but in practice.

It gives you the one-account convenience and ease of use of a host-bundled builder, with the stronger capabilities and source code access of a dedicated app builder. It also incorporates several of the vibe coding best practices on this list into its functionality (you’ll see that shortly), which makes it more forgiving for beginners.

So, if you don’t know how AI builders work, have never used one before, and aren’t sure of your project scope yet, then Airo is the best option. It’s also a strong choice for complex projects. Otherwise, if you know that you only need a simple site, any host-bundled AI builder will do.

2. Start with a plan before you prompt

Vibe coding removed the high-ceiling, high-effort skill of manual coding and replaced it with a low-effort one: planning the details of what you want to build before you start building.

The problem is that a good portion of novice vibe coders are treating a low-effort step as a no-effort step. They're giving their AI builders one-liner prompts like "I need a/an [insert your niche] website" and then wondering why they’re getting back generic layouts:

Vibe coding tools are highly capable, but they can't read minds. Whatever details you don't include, they have to fill in themselves.

Developers and professional product teams handle these details by producing a detailed Product Requirements Document (PRD). You don't necessarily need to aim for the same level of depth as a professionally produced PRD, but you do need a plan that lays out:

• What you want to build
• Who it's for (target audience)
• What you want visitors to do (primary action)
• What it needs to have (key features)
• What it should look like (design and layout)

Putting a plan like that together takes anywhere from ten minutes to an hour, which is less time than patching up a project that was 95% freestyled by your vibe coding tool.

There's one saving grace here, though: some of the better AI website builders — GoDaddy Airo among them — have recognized the one-liner problem and built a reverse-prompt mechanism to address it. So now if you give Airo a simple prompt, it will respond with a multiple-choice questionnaire to draw more details out of you:

Remember when I mentioned Airo merging vibe coding best practices directly into its functionality? This is the first example of that. It helps a lot, and it beats firing a vague prompt at a builder without the feature. However, it’s not a substitute for going in with a well-thought-out plan. Moral of the story: don’t skip writing the plan. Be like Nike and just do it.

3. Iterate in small steps and manage your credits

To understand this vibe coding tip, you have to grasp the concept of version control. The simple definition is that it's a system that tracks and manages changes to code over time, and lets you revert your project’s code to any previous version.

Most capable AI builders nowadays include some form of it. Here’s what it looks like inside GoDaddy Airo:

Now, imagine you tell your AI builder to make four significant changes in a single prompt. Three turn out great, but the fourth breaks your project. At that point, you have two choices:

• (a) Revert and sacrifice your three good changes for being guilty by association.
• (b) Keep prompting to fix only the faulty change and hope it works.

Sometimes (b) works. When it doesn't, you end up burning credits and still have to revert. Instead, it’s better to split the four changes into four individual prompts. That way your loss is capped at the faulty change. The result is faster progress, more credits kept, and less frustration.

All of that is true, but there’s another aspect to consider, and it comes down to your tool.

Even the best AI app builders produce imperfect code that needs to be fixed. Many make you spend credits to repair these mistakes, but not all do. GoDaddy Airo is a notable exception. I recently used it to vibe code a learning management system, and when it missed something that I then pointed out, it fixed it without touching my credits:

As I stated in my full GoDaddy Airo review, it was "a refreshing departure from what most AI builders do." With that said, it’s not an excuse to go hare mode. Stick with the tortoise approach.

4. Always test hands-on: Don’t trust the first build

Some AI builders test and repair their own code, and Airo's self-testing is among the most thorough I've seen. Still, it's not a replacement for manual testing because it doesn't catch everything.

This means you need to get your hands dirty, which entails using your site or app exactly as a customer would. Try the buttons. Visit every page, tab, and screen. Click everything that's supposed to be clickable. In short, do everything and do it all three times: once each on desktop, tablet, and mobile.

Do it the moment you get your initial build back, because every builder hands you a polished exterior in version 1.0. It might look nice, but think of it like a house with a beautiful facade where the inside isn't finished. Some rooms are still raw cement, the electricity isn't wired up, and so on. That interior work — the registration flow, the form that has to submit information — is the hard part of vibe coding, and it's what usually gets left half-done on the first pass.

Most tools won't tell you what they skipped, though. Airo is better here: it queues what it didn't finish into a build plan, so you know what's left and can work through it:

This is a massive advantage, but it doesn’t remove the need for manual testing. Once you hit that first bug, even a minor one, you'll understand why:

No builder catches every dead end, and the more complex your project, the more likely something ends up broken. That’s all the more reason to roll up your sleeves. Either you find the bugs now, or your customers will find them later.

5. Mind security, accessibility, and ownership

There are three things that a good-looking first build won’t tell you:

1. How secure your code is.
2. Whether people using assistive tech can navigate your site or app.
3. Whether you can export your source code.

Security

With security, many AI builders offer built-in scanners of various kinds. Some have several. Others have none and leave it entirely to your prompting. GoDaddy Airo is on the thorough end, with one scanner in the settings menu and another in the pre-launch checklist:

If your AI builder has anything similar, run it before you publish.

If it doesn’t, do the following based on your project:

• Ask it to scan your codebase against the OWASP Top 10 if you’re building an app or a website with app-like features.
• Tell it to check against the OWASP Top 10 Client-Side Security Risks if you’re building a basic website without user registration or any complex features.

Accessibility

In terms of accessibility, I have yet to come across an AI builder that has a native option for making a project WAI-ARIA compliant. So, regardless of which tool you’re using, you need to prompt it to scan your codebase and ensure it’s compliant against WAI-ARIA 1.2:

Code ownership

Finally, regarding code ownership, dedicated AI app builders generally let you export your code, though most of the ones I’ve tested paywall the feature.

In contrast, AI builders offered by web hosts are a mixed bag. Some don’t let you, some do, but even among those that do, I haven’t seen any that let you do it on a free plan.

Also, be mindful of tools whose code is so tightly coupled to their own infrastructure that moving it becomes a project in and of itself. The tool might advertise "export your code," but it’s not going to tell you how difficult it is. If you’re unsure, ask the company’s support team to clarify.

Four vibe coding mistakes beginners often make

The five best practices above double as mistakes when you flip them. For example, choosing an AI-powered developer tool when you're a non-technical business owner is the first vibe coding tip reversed into a mistake. So, rather than repeat the same information from a different angle, below are four additional mistakes to avoid as a beginner vibe coder:

1. Skipping the visual editor. Prompting "make the font bigger" for a change you could do by hand is burning AI credits on nothing. Most AI builders let you edit text, colors, spacing, and other on-screen elements by directly clicking on them. Take advantage of it.
2. Trying to reinvent the wheel. There are over 217 million active websites on the internet.^[1] Instead of building from scratch, take a screenshot of a site you like, upload it, and have your tool start from that. Describe any on-page animations or behaviors in your prompt. Many AI builders also offer template galleries you can freely use. That gives you the same shortcut from a different source.
3. Facing the blank page alone. Many beginner vibe coders never write a PRD because they don't know where to begin. Instead of quitting before you start, use a general-purpose AI tool like ChatGPT or Claude. Give it your rough idea and ask it to interview you. Use a prompt like: "Ask me the questions you'd need to write a solid PRD for [your project idea]."
4. Not learning basic web design concepts. This vibe coding mistake isn’t about plugging a hole in the floor; it’s about opening a valve in the ceiling. Learning the lingo will let you name precisely what you want. It will also unlock a whole menu of options you'd never think to ask for. You can't prompt for "alternating horizontal-and-vertical parallax" or "bento grid layout" if you don't know they exist.

Bottom line

Above all else, vibe coding rewards clarity and patience. That was true even before developer Andrej Karpathy coined vibe coding as a term in February 2025.^[2] It's still true now.

The difference is that back then ignoring vibe coding best practices was punished loudly. Beginners who skipped planning or testing learned fast, because their project broke in their face. There was no self-testing, self-healing code coming to their rescue. Nowadays, the tools are so good at minimizing these downsides that they've introduced a new problem: beginners assuming vibe coding best practices don't need to be followed.

As you just saw, though, that's not the case. The tools are genuinely better, but the damage from making vibe coding mistakes hasn't disappeared; it's just gotten smaller, quieter, and easier to miss. Thankfully, now that you know what those mistakes are, you can avoid them.

With that said, if you're new to vibe coding and need additional guidance, I recommend reading my primer on how to vibe code.

Then, when you're ready, head to GoDaddy Airo and sign up for the free plan. It doesn't require a credit card to activate, and you'll get 50 AI credits per month to start building. Alternatively, if you want to learn a little more about Airo before trying the free trial, read my full Airo review. Good luck and happy vibe coding.

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