In the past month, I built more products than I would typically ship in a year.

Not mockups. Not pitch decks. Not “coming soon” landing pages. Actual working MVPs.

I didn’t suddenly hire a 50-person engineering team. I didn’t discover a secret growth hack.

I started vibe coding: consciously, deliberately, and with full awareness of the risks.

From “landing page MVPs” to real MVPs

Historically, when founders wanted to test an idea quickly, we launched a landing page.

Collect emails. Measure interest. Then maybe build the product.

But here’s what changed for me this year: With AI-assisted development, the time it takes to build a landing page is now roughly the same time it takes to build a usable MVP.

In the last month alone, I shipped or progressed multiple products concurrently, including:

• Seraphina AI
• Cultural and community platforms
• Games and identity-based apps
• Marketplace and advertising tools

Each of these would normally take 8-10 weeks minimum to reach a first usable version. Some would’ve taken months. And there’s no way I could’ve done them in parallel as a solo founder before.

Vibe coding isn’t “no-code” — It’s founder-led development

Let’s be clear: Vibe coding doesn’t mean “type vibes, ship magic.”

It means:

• I still design the system architecture
• I still create flowcharts and briefs
• I still review code
• I still handle security considerations
• I still document everything

Also Read: Vibe coding: Why Singapore needs more tech built for joy, not just utility

The difference?

I’m briefing an AI the same way I brief my engineers.

If you don’t understand systems, architecture, or product logic, this is dangerous. But that’s true whether your code is written by AI or humans.

Everything is dangerous if you don’t know what you’re doing.

Speed didn’t remove judgment — it amplified it

What surprised me most wasn’t speed. It was agency.

I no longer need to wait weeks just to see if something can exist. I can now go from: Idea → MVP → first dollar → decision … in a single cycle.

This doesn’t eliminate developers. It eliminates mindless iteration, waiting, and guesswork.

The bottleneck is no longer execution. It’s judgment.

The hidden risk most people miss

AI doesn’t magically produce clean code.

Just like human-written code, everything bloats if you’re not disciplined.

“Just because it works doesn’t mean it’s clean or scalable.”

The difference now is that founders who understand:

• Systems
• Product flows
• Real customer feedback

… can iterate faster with ownership.

You can export the code. You can refactor it. You can scale it properly.

The risk isn’t vibe coding. The risk is that founders who think they can skip thinking.

Also Read: The Agency: AI-augmented development in action

What shouldn’t be vibe-coded?

If a system already exists — refined by years of real customer feedback — don’t rebuild it.

I still use my own mature platforms for funnels and operations because you can’t vibe-code lived experience.

AI accelerates new ground. It doesn’t replace battle-tested systems.

The real shift isn’t technical — it’s cognitive

AI didn’t make me lazier. It made me more articulate.

The more I interact with AI, the better I’ve become at:

• Explaining intent
• Questioning assumptions
• Clarifying logic
• Thinking in systems

We’re not losing thinking skills.

We’re being forced to think more clearly.

A new year, a new baseline

Vibe coding isn’t a trend. It’s not a shortcut. It’s not a replacement for experience.

It’s a new baseline for founders who evolve with the tools.

If you adapt to change, you won’t be replaced. If you don’t — history has already answered that question.

2026 won’t reward the fastest typers. It will reward founders with clarity, judgment, and the courage to build in public — faster than ever before.

—

The post I built multiple MVPs in a month: Here’s what vibe coding really changed appeared first on e27.