A few months ago, it felt like anyone could build anything.
Describe an idea, press a button, get a working app. No dev team, no long timelines, barely any cost. For a moment, it genuinely looked like software development had been flattened.
That phase now feels… different.
There’s a growing sense that something has shifted. Not because AI stopped improving, quite the opposite, but because the output is starting to look the same. You can spot it almost instantly, even if you can’t quite explain why.
So is “vibe coding” actually over?
Not really. It’s just moving into its next, more revealing stage.
What “Vibe Coding” really changed
The biggest shift wasn’t speed, it was access.
People who would never have touched code before could suddenly build:
- landing pages
- small tools
- MVP products
- internal systems
That’s genuinely powerful. It lowered the barrier in a way no framework or CMS ever managed.
But it also changed how people think about building.
Instead of:
planning → designing → building → refining
It became:
prompt → generate → ship
That shortcut works surprisingly well… until it doesn’t.
The rise of sameness
Here’s the bit most people are starting to notice.
A lot of AI-generated sites feel oddly familiar.
Not identical, but close enough that you get that slight déjà vu feeling. Layouts follow similar patterns. Copy has the same tone. Even interactions behave in predictable ways.
You don’t need to inspect the code to know. You just feel it.
That’s because most AI tools are trained on the same broad pool of patterns. So when they generate something “good”, they often land in the same safe middle ground.
It’s polished, but not distinctive.
And when everything is polished, polish stops being a differentiator.
Why this phase will get worse before it gets better
Right now, we’re heading into peak saturation.
More tools are launching. More people are building. More businesses are choosing speed over craft.
So naturally:
- more sites will look alike
- more products will feel interchangeable
- more brands will struggle to stand out
This isn’t a failure of AI. It’s exactly what you’d expect when a capability becomes widely available.
The same thing happened with website builders years ago. Suddenly everyone could launch a site, and for a while, everything looked like a template.
We’re seeing that cycle again, just faster.
The subtle problem, it’s not just design
Most conversations focus on visuals, but the issue runs deeper.
AI doesn’t just standardise layout, it also standardises:
- tone of voice
- structure of content
- user journeys
- even product thinking
That’s why so many sites feel “fine” but forgettable.
They tick the right boxes, but they don’t create any real connection.
And that’s where businesses start to feel the impact, even if they can’t quite pinpoint why conversions aren’t where they expected.
The turning point
Here’s the interesting bit.
When everything starts to look the same, difference becomes valuable again.
At some point, users will begin to gravitate towards things that feel:
- more considered
- more human
- more distinctive
Not because they understand the tech behind it, but because it simply feels better to use.
That’s when the market shifts.
Suddenly:
- unique design matters again
- thoughtful UX stands out
- strong branding becomes obvious
- well-structured code and performance start to separate the good from the average
And crucially, people become willing to pay for that difference.
Where developers and agencies fit into this
This is where things get a bit misunderstood.
AI doesn’t remove the need for developers. It changes what good development looks like.
The value moves away from:
- writing every line manually
and towards:
- making the right decisions
- shaping the structure properly
- knowing when not to rely on AI output
- refining, improving, and questioning what’s generated
In other words, taste starts to matter more.
Anyone can generate code. Not everyone can recognise whether it’s actually right.
Using AI properly
The most effective approach isn’t avoiding AI, it’s controlling how it’s used.
Used well, it can:
- speed up repetitive tasks
- help explore ideas quickly
- assist with scaffolding and structure
But it shouldn’t be leading the process.
Because the moment it does, you lose the thing that actually creates value, which is intent.
You end up with something that works, but doesn’t really mean anything.
The “I can tell it’s AI” effect
This is already happening more than people admit.
You land on a site and within seconds something feels off.
You might not say “this was built with AI”, but you instinctively know:
- the copy feels generic
- the layout feels familiar
- the flow feels slightly disconnected
That instinct is only going to get sharper.
As more AI-generated work floods the web, people will get better at recognising it, even subconsciously.
And once that happens, “AI-generated” risks becoming associated with “low effort”, whether that’s fair or not.
So… is Vibe coding over?
Not at all.
If anything, it’s expanding.
But the easy advantage it gave people is fading fast.
We’re moving from a phase where building anything was impressive to one where building something good is the only thing that matters
What this means going forward
Over the next couple of years, expect two things to exist side by side:
- A huge volume of fast, AI-generated websites and apps
- A growing demand for work that feels considered, crafted, and different
That gap between the two is where the real opportunity sits.
For businesses, it’s the difference between:
- just having a website
- and having something that actually works for them
For developers and agencies, it’s the difference between:
- generating output
- and creating something with intent
Final thought
AI hasn’t lowered the bar.
It’s removed the old one entirely.
Now the only thing left is how high you choose to set your own.
And in a world where everything looks the same, the people who take the time to make something genuinely different are the ones who will stand out.