There is a new kind of abundance entering the digital world.

Not information abundance. We have been living in an information overload for years.

Production abundance aka AI SLOP.

People who have never written software can now describe an idea in plain English and watch it become an application, website, workflow, database or digital product.

A new Forbes article captures the scale of this shift through Lovable, one of the leading platforms in the vibe coding movement.

But the story beneath the story is even more important.

Because when the cost of creating software falls, the cost does not disappear.

It moves. And someone still has to pay it.

Lovable co-founder Fabian Hedin says the websites and applications created through the platform now receive approximately 600 million visits each month.

Lovable isn’t positioning itself merely as a prototyping tool. It wants nontechnical users to create production-grade software by describing what they want in natural language.

The company is also building systems to address one of the most persistent problems in AI-assisted development: getting stuck.

Lovable monitors patterns that suggest a builder is trapped in a loop, such as repeatedly asking the system to fix the same problem. Its “Lovable Overflow” system stores previously successful solutions and retrieves them when similar problems reappear.

The company has also created a mechanism that allows its AI agents to report problems they cannot solve. Those complaints can be investigated and translated into proposed software fixes.

According to Hedin, these systems reduced the rate at which users became stuck by 5% and increased application publishing by 2%.

Lovable is not only helping more people begin building. It is engineering more of the infrastructure required to help them finish.

Listen, I call Slop Engineering.

The barrier to building software is disappearing.

The Grand Canyon-sized gap that once separated people with ideas from people who could execute them is being buss wide open.

You no longer need a hoodie, a basement, and a CS degree, a technical co-founder, or a large development budget to test an idea.

Earlier this year, I was building on the beach with a Red Stripe.

You can open a vibe code platform, describe the product, and begin building.

The Forbes article ends by calling out that the bottleneck has moved from knowing how to code to knowing which problem to solve.

That is directionally correct, but not the whole picture.

That correction is necessary for people who have mistaken technical inexperience for creative incapacity.

But it can create a second delusion too: If the product can be generated cheaply, the product can also be completed, operated and sustained cheaply.

That is where it gets complicated.

The real breakthrough of vibe coding is not that software has become effortless.

It’s that the distance between an idea and its first visible expression ( not execution) has collapsed.

An expert can turn a framework into an assessment.

A teacher can prototype a learning tool for her class.

A community organization can build a resource directory.

An employee can create a workflow for a problem their company has ignored.

A founder can test an idea before investing tens of thousands of dollars in development.

This is expanded agency.

People who were once limited to only scrolling and consuming digital products can now participate in creating them.

But creating the first artifact is only the beginning of product ownership.

A functioning first version does not answer:

Vibe coding makes first drafts cheap.

It does not automatically make the system behind the build simple. It gets you off the bench, but doesn’t help you stay in and win the game.

Hedin referenced the longstanding software-development joke that the last 10% of a project takes 90% of the time and so does the first 90%.

It is funny because anyone who has tried to turn an idea into a reliable product recognizes the truth beneath it.

The first 90% produces the idea.

The final 10% produces trust.

That “last 10%” includes:

These activities are less glamorous than watching an interface materialize from a prompt.

They are also what separates a demonstration from a product.

The last 10% is not an unfortunate obstacle standing between the builder and the launch.

It is where the builder proves whether they understand what they have created.

It is where agency begins to mature into authority.

This is the tension that the present “build everything” era has not fully confronted.

The marginal cost of creating applications, automations, agents and digital assets is falling rapidly.

The cost of operating the resulting environment may rise just as quickly.

Every new tool introduces:

My thesis is that vibe coding could produce a new layer of technical debt, production debt and cognitive debt.

Technical debt accumulates when a fast solution creates future maintenance burdens.

Production debt appears when the debt spreads beyond code into undocumented workflows, fragmented processes, inconsistent interfaces, duplicated tools, prompt libraries, and automations that only their original creators understand.

Cognitive debt is the human cost of navigating AI: more tools, more decisions, more notifications, more exceptions, and more systems competing for limited attention.

The hidden equation of the vibe coding economy may be:

A person can create a new internal workflow in an afternoon.

But if five departments create five different workflows for the same process, the organization has not become five times more innovative.

It may have become five times more fragmented.

The same applies to independent builders.

You can continue producing applications because production is pleasurable and inexpensive. But every artifact creates an obligation:

To maintain it.

To improve it.

To explain it.

To protect its users.

To decide when to close it.

Research into sustainable vibe coding has similarly identified a trade-off between the speed and creative flow of AI-assisted development and downstream risks involving architecture, testing, security, maintainability and deployment.

Separate empirical research examining more than 1,000 AI-generated files found that human developers still performed the large majority of subsequent maintenance work. The machine may generate the initial code, but human stewardship remains central to the software’s continued evolution.

The first bottleneck was technical production:

Vibe coding is lowering that barrier.

The second bottleneck is problem judgment:

That is where the Forbes article lands.

But I believe a third bottleneck is already here:

Who knows how to steward what’s been built? Stewardship requires a different set of capabilities:

The barrier is not gone.

One barrier has been dramatically lowered.

The ability to produce code is becoming less exclusive. That is a historic and potentially equitable shift.

But software creation includes more than producing code.

It includes understanding a user, structuring information, designing behavior, protecting data, managing dependencies, anticipating failure, maintaining the system and deciding whether the product continues to deserve resources.

When we say that the barrier is gone, we risk erasing the invisible labor that makes software safe, usable and sustainable.

We also risk encouraging nontechnical builders to assume that unfamiliarity with the underlying system no longer matters.

It still matters.

The objective should not be to frighten people away from building.

It should be to develop more intelligent builders.

Maybe? But everyone must come to terms with………………………

Production without intention produces clutter.

Production without ownership produces debt.

Production without maintenance produces decay.

Production without discernment produces more things competing for attention without creating proportional value.

Building is an act of agency.

Knowing what deserves to exist is an act of authority.

Taste in the vibe coding era cannot be reduced to beautiful colors, polished typography or a sophisticated interface.

Taste is judgment under conditions of abundance. Restraint from doing the most.

It is the ability to determine:

Aura without structure is just decoration.

Velocity without direction becomes noise.

Agency without stewardship becomes debt.

The ultimate taste question isn’t: Can AI build this? It’s, should this even exist?

Avoid:

Most importantly, avoid becoming addicted to the emotional reward of beginnings.

Vibe coding makes starting extraordinarily satisfying.

Authority is developed through finishing, maintaining, refining and sometimes retiring the work.

We are moving from a world in which production is scarce to one in which production judgment will be scarce.

This is what value will look like:

Access gives you the tool.

Creative confidence allows you to begin.

Agency allows you to direct the tool toward an intention.

Discernment helps you choose what deserves to be built.

Systems thinking helps you understand what the product touches.

Stewardship helps you maintain what you create.

Authority is what develops when other people can trust your judgment.

Lovable’s 600 million monthly visits are evidence that the age of the builder has arrived.

The next question is whether we are also preparing people for the age of the steward.

Because in a world where almost anyone can build, the most valuable person may be the one who knows how to keep building from becoming another form of noise.

The barrier to producing software is falling.

The cost of owning software is not.

Vibe coding expands agency by allowing more people to create.

But authority will belong to the builders who can move beyond prompting and prototyping into product judgment, systems thinking, governance and stewardship.

AI Atelier develops the human intelligence behind better AI-assisted products: discernment, taste, product thinking, systems thinking and responsible digital making.

Because the goal is not simply to prove that you can build something.

It is to build something worthy of being used, trusted and sustained. Your App Works. But Is It Ready for Real Life?

Vibe coding can give you a working first version in an afternoon.

Then users start breaking things or dragging you.

They click things in the wrong order. They submit unexpected information. They use the product on different devices. Integrations fail. Data needs to be protected. Error messages appear. The beautiful prototype becomes a system someone must operate, support and maintain.

This is where a promising build can quietly become production debt.

I created the free Production-Ready Checklist for founders, experts and nontechnical makers who want to look beneath the interface before they publish.

Use it to examine the questions that a functioning demo cannot answer:

You do not need to become a software engineer to build with AI.

But you do need enough product judgment to recognize the difference between generated, functional and production-ready.

Before you ship another vibe-coded product, slow down long enough to protect the idea, the user and your future self.

Download the free Production-Ready Checklist from AI Atelier. No technical background required.

Explore AI Atelier → https://ai-atelier-site.vercel.app/

Check in and tell me what you’re building!

I’ll be back with more vibes

Jeneba