There's a meme format you've probably seen by now. Left side: a slick app screenshot, a founder grinning, a caption like "shipped this in a weekend." Right side: the same app three weeks later, someone's opened a function to fix a small bug and found four unrelated features crammed into it, an API key sitting in plain text, and a database table anyone can read by changing a number in the URL.
It's funny because it's specific. It's popular because it's true often enough to sting.
Vibe coding, in the sense most people mean it now, is describing what you want and letting an AI model write the implementation, with little or no review of what actually got produced. That's not a criticism of the idea. Building fast with AI assistance is one of the best things to happen to solo founders and small teams in years. The problem isn't the speed. It's that speed and scrutiny used to be the same activity, and now they aren't, and a lot of people haven't noticed the gap yet.
The engineering failure modes behind the joke are ordinary ones, not exotic ones. Missing authorisation checks, so one user can see another user's data just by guessing an ID. Secrets committed to a public repo because nobody thought to check. Business logic scattered across five files because each prompt solved its own little problem without anyone stepping back to look at the shape of the whole thing. None of this is unique to AI-generated code. What's new is the volume of it, and how confidently it ships, because the surface looks so finished.
That's the actual content of the meme: a Heath Robinson machine wearing a nice coat. Everything moves, everything works when you press the button in the demo, and none of it was built to survive contact with a real user base, a security researcher having a bad afternoon, or a second developer who needs to change something six months from now.
Why we're building a library of these
We've started collecting the better examples we come across, mostly from LinkedIn, credited properly and linked back to whoever made them. Not because we think it's clever to laugh at other people's shipped work. Because the format is doing something useful: it's teaching a whole generation of builders, in a way a compliance checklist never will, that "it works" and "it's ready" are different claims.
You can see the favourites in the vibe-coded memes gallery, each one with a note on the specific Qeetoto service that would actually close that gap.
What "ready" costs
If you've read our vibe-coded to venture-ready checklist, you'll know we don't think the answer is "throw it all away and hire a team of ten." Most of what a vibe-coded app needs to become a real product is a specific, boring, learnable set of things: an authorisation model that's actually been checked, secrets out of the codebase, a data-protection story someone could explain to a lawyer, and hosting that won't fall over the day something goes mildly viral.
That's the gap our Marketing & Growth and LaunchUK services exist to close, alongside a straightforward production-readiness review of the app itself. If you've built something with AI and you're starting to wonder which side of the meme you're on, get in touch and we'll tell you honestly.