Vibe coding and web development: what AI can do

Artificial intelligence has changed the way we approach digital development in a remarkably short time. Today, it is possible to describe an idea in natural language and obtain an initial structure, components, screens, code snippets or even a small working application within minutes. This approach is increasingly known as “vibe coding”: a way of building software with the support of AI tools that interpret instructions and return results ready to review, adjust or continue developing.

The idea is attractive, and for good reason. It makes it possible to move faster, test concepts more easily and reduce part of the repetitive workload. But it is worth understanding what that really means. Generating a quick starting point is one thing; building a professional website or application for a real business, with a solid structure, a coherent experience and a technical foundation that will not become a problem as it grows, is quite another.

This is not about setting traditional development against artificial intelligence. In fact, that is not the useful discussion. AI is already part of the daily workflow of many teams and its role will continue to grow. The important question is not whether it can help with development, but where it genuinely adds value and where technical judgement is still essential.

What vibe coding genuinely brings to the table

Used with purpose, vibe coding can be a very valuable tool within a digital project. AI can save time across many stages and provide real support for moving forward more efficiently.

For example, it can help generate an initial component structure, propose early screen layouts, create styling foundations, write simple logic, speed up repetitive tasks, turn specifications into starter code or even help document parts of a project. It is also particularly useful for prototypes, proofs of concept, internal tools or early versions that need to be validated quickly.

All of that has value. A lot of it. It means more time can be spent thinking through the project properly instead of investing so many hours in mechanical tasks. Used well, AI can reduce friction, speed up iterations and make technical work more efficient.

In that sense, vibe coding is not an empty trend. There is genuine usefulness behind it. The problem starts when initial speed is confused with long-term solidity.

What AI does not solve on its own

A professional website is not simply something that appears to “work”. Behind a well-executed project are decisions that go far beyond generating code: understanding the business, structuring information properly, setting priorities, anticipating real use cases, taking care of performance, designing a good user experience, validating security and maintaining an architecture that can evolve without breaking.

AI can propose a solution. What it cannot guarantee on its own is that the proposed solution is the right one.

It can generate an interface that looks convincing at first glance while leaving important issues unresolved, such as accessibility, system consistency, code scalability, HTML quality, state management, error handling, data protection or real-world behaviour across different devices and scenarios.

It is also common for a first version generated with AI to look impressive while relying on a fragile structure. Sometimes the result works while everything is small and simple. The problems appear when it needs to be maintained, extended, connected to other systems or adapted to more specific business requirements.

Where technical judgement is still essential

This is where thoughtful analysis and well-planned development continue to matter. A website or application should not be judged only by how quickly it can be generated, but by how well it solves what it is supposed to solve.

Technical judgement remains essential in areas such as:

defining the right architecture for the project,
choosing technologies that fit the real scope and future evolution,
organising information and user flows correctly,
ensuring performance, accessibility and compatibility,
reviewing security and code quality,
integrating external services, automations or complex business logic,
maintaining visual and technical consistency across the project,
and ensuring the final solution is maintainable, scalable and genuinely useful.

In other words: AI can help build faster, but it does not replace the judgement needed to decide what to build, how to build it well and how to prevent an apparently agile project from turning into something difficult to sustain.

When it makes sense and when it does not

Not every project needs the same level of depth. There are cases where leaning heavily on AI can be perfectly reasonable: an initial validation, a demo, a simple internal tool, a functional prototype or an exploratory first phase. In that context, vibe coding can be a very useful accelerator.

But when a website or application represents an important part of the business, other factors come into play. Moving quickly is no longer enough. The project needs a better thought-out foundation, more rigorous execution and a broader view of what it must become.

This is especially common with corporate websites, e-commerce projects, custom applications, platforms with integrations, tools that automate processes or digital products that need to grow reliably. AI can still contribute a great deal in these cases, but as support within a properly directed technical process, not as a replacement for that process.

AI yes, but as a tool rather than a strategy in itself

Perhaps this is the most important point. Artificial intelligence should not be used as an empty selling point or as a shortcut around the part of a project that creates real value. Its most useful role is not to impress with rapid generation, but to improve the way we work and help us build better.

When integrated with sound judgement, AI can accelerate tasks, make iterations easier and expand what is possible. But a clear vision is still required to turn an idea into a solution that is coherent with the business, the brand and the real objectives.

That is why, rather than asking whether a website was built “with AI” or “without AI”, the useful question is different: whether it is well planned, whether it addresses a real need and whether it has a solid technical foundation that can grow without becoming a problem.

Conclusion

Vibe coding opens an interesting new stage in web development. AI can already provide substantial help and, when used well, it enables teams to move faster and reduce part of the repetitive workload. That is a real opportunity.

But a professional website still needs more than generation speed. It needs analysis, structure, sound technical decisions and execution designed to last. That is where artificial intelligence delivers the most value when it forms part of a serious process, rather than trying to replace that process entirely.

At Tornem, we see AI as a powerful tool within development, not as an excuse to build without judgement. Because the important thing is not simply to reach a first version quickly, but to build a useful, solid solution that is genuinely ready to work well.

If you are considering developing a website, an online store or an application and want to make the most of AI without losing the technical foundation, at Tornem we can help you approach it in the right way.