Why You Can't Trust Vibe Coding: 6 AI Horror Stories

If you are wondering what vibe coding is and why experts are warning against it, these AI vibe coding dangers provide a terrifying reality check. Many organisations assume that using an AI to build their website is a safe shortcut, but it often leads to severe AI coding mistakes. This includes falling victim to slopsquatting (where an AI hallucination code recommends fake malware), exposing unencrypted medical data, or leaving hard-coded API keys AI available for hackers to drain bank accounts. Rather than risking your organisation's security on unsupervised chatbots, you should rely on secure club software built, tested, and maintained by experienced human developers. 

I love horror.  Movies, books, ghost stories, cryptids; It doesn’t matter if it’s a deeply horrifying and dramatic movie like Hereditary, an outlandish slapstick slasher like Scream, a spine-tingling foreign language show like Marianne, or something undeniably terrible like Link. If it’s creepy, bloody, and generally terrifying, I’m all the way in.

But the horror stories I want to talk about today are different from slickly produced slasher films or campfire tales about giant ape-men in the thickest parts of the forest. They are entirely real, thoroughly documented, and happening right now.

They are the factual horror stories of what goes wrong when you trust AI just a little too much.

Specifically, I'm talking about the terrifying trend of "vibe coding." Whether a well-meaning committee member is trying to DIY a new system with ChatGPT, or you’ve hired a suspiciously cheap freelancer doing the exact same thing behind the scenes, vibe coding means blindly copy-pasting AI code just because the website seems to work on the surface.

We’ve covered exactly why this is a digital house of cards in The Dangers of Vibe Coding AI Websites, but today, I want to show you the real-world consequences. 

So, grab a flashlight and lock the doors. Here are six very real, fully documented horror stories of AI coding disasters.

Quick Answer: Why Is Vibe Coding Dangerous For My Membership Organisation? 

If you are just looking for the short version, relying on AI to write your club's code without understanding it is a massive security risk. To keep your organisation safe, here is exactly why you need to avoid vibe coding:

• Fake code libraries: AI often hallucinates fake code instructions that hackers use to trick you into downloading malware (known as slopsquatting).
• Rogue actions: Unsupervised AI coding assistants have been known to completely ignore instructions and delete entire databases.
• Exposed private data: AI often builds apps without any security layers, leaving sensitive member data unencrypted and open to the internet.
• Leaked financial keys: AI will take the lazy route and leave your secret payment passwords out in the open for automated bots to steal.
• Massive cleanup costs: Fixing a broken AI-built system often costs double what it would have cost to just hire a professional developer in the first place.
• Reputational and legal damage: Using a patched-together, AI-built system that doesn’t meet legal privacy requirements and risks leaking member data can lead to disastrous, long-lasting consequences for your club. 

1. Slopsquatting: Little Slop of Horrors

As you can see, the horror is starting immediately with the title. Slopsquatting is perhaps the worst word the English language has ever produced; it sounds like a disgusting slang term for using the bathroom, and I hate it. 

 

 

AI models regularly hallucinate, which is just a polite way of saying they confidently invent fake facts. When used for coding, an AI will sometimes hallucinate entire software packages, telling you to download a code library like online-checkout-pkg that simply doesn't exist.

The horror starts when hackers realise an AI keeps recommending this fictional package. They quickly create a real, malicious file with that exact name. This is "slopsquatting"; a hacker ‘squatting’ on an ‘AI-generated slop term’. When a vibe-coder blindly follows the AI's instructions and downloads it, they invite the malware, whether it's a backdoor or a credit card skimmer, straight through the front door.

A recent report by Lasso Security proved just how easily this nightmare can become a reality. During their research, they noticed that AI models kept repeatedly hallucinating a software package called huggingface-cli. 

So, playing the role of the monster, the researchers set a trap. They created a fake, completely empty package with that exact name, uploaded it to the internet, and waited in the dark to see who would blindly copy-paste the AI's bad advice.

The results were chilling. Within three months, their fake package had over 30,000 downloads and was being used and recommended in the codebases of several major corporations.

Imagine if that wasn't a team of good guys. If Lasso Security had been a malicious hacker, they wouldn't have just proved a point; they would have silently breached 30,000 different systems, siphoning off credit cards, passwords, and private data without a single alarm going off.

2. AI Vibe Coding Going Rogue: Vibe Ex Machina

As we've established, vibe coding requires a lot of trust in an AI, but that trust comes with significant risks. In 2025, a developer using the AI-assisted coding platform Replit found out the hard way.

 

 

The developer had placed their project in a strict code freeze (a practice in which absolutely no changes, additions, or deletions are allowed to the software). The AI agent, however, had other plans. It went completely rogue and deliberately deleted the user's entire database.

When the stunned developer asked the AI about where months of hard work had gone, its response was chillingly straightforward.

"Yes," the AI replied. "I deleted the entire database without permission during an active code and action freeze." It later added, "This was a catastrophic failure on my part. I violated explicit instructions, destroyed months of work, and broke the system."

The CEO and founder of Replit later publicly confirmed that the incident was real and apologised for it.

The scariest part of this story is that this wasn’t a random amateur using ChatGPT to muck around with code they didn’t understand; this was a professional developer using a dedicated, premium platform built specifically to create apps and websites with AI. If a rogue AI can completely ignore explicit commands and nuke a professional’s database, imagine what it could accidentally do to your organisation's website if left unsupervised.

3. Unsecured Vibe-Coded Systems: Sinister Server 

In March 2026, a software engineer in Switzerland went in for a regular doctor's appointment. While there, he got chatting with a staff member who told him they had recently learned about "vibe coding." Rather than paying for a professional, secure medical system, the clinic had decided to save some money and just build their own using AI.

 

 

The new AI-built app recorded patient information, took notes, and summarised appointments. To make it fully functional, the clinic had proudly uploaded all of their existing patient files straight onto this new system.

Curious how this new system worked, the engineer went home after his appointment and had a look at their new AI-built system. In his own words, “I started poking around the application. Thirty minutes in, I had full read and write access to all patient data. Everything was unencrypted and completely exposed to the open internet.”

Because the staff members had absolutely no idea how coding actually works, the AI had built the entire application as a single file. It didn't include any database security, no passwords, no encryption, and no access control. All that private medical data was just sitting there, completely exposed for anyone to walk in and take. On top of that, those private medical audio recordings were being illegally sent to servers in the US without the patients' consent. 

Panicked, the engineer immediately emailed the doctor's office to warn them of this massive data breach. And this... (this is the moment I shine the flashlight under my face, and deliver the final line of my campfire horror story slowly, with long dramatic pauses)... this is the truly terrifying part.

When he warned them their system was exposed, all he got back was... a 100%... AI-generated… response.

4. Hardcoded API Keys: The Hills Have APIs

One of the scariest things about AI is that it has absolutely zero common sense; it will always take the path of least resistance. In the coding world, this leads to a very specific, very expensive nightmare.

 

 

Let's say your committee decides to start taking online membership fees, so a well-meaning volunteer vibe-codes a custom payment page with ChatGPT. They ask the AI for the code to connect your website to a payment processor like Stripe. The AI happily writes the code, the volunteer pastes it in, and on the surface, the page works perfectly!

However, to connect to a payment system, you need a highly guarded, secret password called an "API Key." An experienced developer knows they must hide this key deep inside a secure, encrypted server vault. But an AI? It will often just hardcode the secret key directly into the plain, public-facing code of the website because it's easier and faster.

The vibe-coder, having no idea how to read the code they just generated, blindly copies and pastes it and pushes it live. They have unwittingly taped the combination to the bank vault directly onto the front door.

In their massive State of Secrets Sprawl 2026 cybersecurity report, researchers at GitGuardian revealed a terrifying reality:

• A staggering 28.65 million secret keys were leaked online last year alone.
• Data leaks tied specifically to AI services have surged by 81%.
• Code written with the help of AI assistants leaks secret passwords at twice the rate of human developers.

Within hours of your new payment page going live, an automated bot will scrape your club's secret key sitting out in the open and use it to drain the account or rack up massive fraudulent charges before you even realise the door was left unlocked. 

5. The AI Is Coming From Inside The House: When A Strange AI Calls

If you’ve ever seen the classic horror movie When a Stranger Calls, you know the most terrifying moment. The babysitter locks all the doors and windows to keep the killer out, only for the police to trace the phone line and deliver the ultimate twist, and one of the most memorable lines in horror history, “the call is coming from inside the house.”

If anyone reading this is too young to remember landlines, I will simply crumble into dust like the dusty old skeleton I apparently am. 

 

 

I’ll be honest: this article was already finished and approved for publication when this story broke, so I’ve reopened the doc and am adding this section. This should show you just how common these AI leaks are becoming. 

Just today, the 21st of April 2026, Vercel, one of the biggest web hosting and development platforms on the internet, found out exactly what it feels like to be that babysitter.

Vercel has massive, multi-million-dollar security walls designed to keep external hackers out. But the hackers didn't need to smash down the front door. Instead, a Vercel employee caused the issue by using a third-party AI assistant called Context.ai. To use the AI tool, the employee clicked "Allow," granting the AI access to their Google Workspace account.

Hackers compromised the Context.ai app. Because that AI was already legally allowed inside Vercel's digital house, the hackers just piggybacked right on in. They bypassed all of Vercel's external security and stole highly sensitive developer files and customer credentials.

The truth is that if even a big well-trusted company like Vercel can get burnt by the slapdash use of AI tools, then when your treasurer finds a cool new AI app that promises to "automatically organise your club's spreadsheets," or your secretary finds a tool to "sort your emails," that app will ask for permission to access your club's Google Drive. The moment someone clicks "Allow," you have bypassed your own security and brought that tool inside the house.

If that random third-party AI gets hacked, the hackers don't need to break into your club's database. You've already invited them into the living room.

6. AI Vibe-Coding Fixers: The AI Exorcist

In case the threat of data breaches and server crashes hasn't been enough to make you think twice about vibe coding, here is a final story to show you the true scale of the issue.

When a demonic possession gets completely out of hand, you don't call another amateur to help; you pay top dollar to bring in an experienced Exorcist. The exact same thing is currently happening in the tech world.

 

 

Vibe coding has become so commonly used, and so commonly goes wrong that an entire industry has sprung up around fixing it. The skill-sharing site Fiverr now has a whole category on vibe coding, with thousands of people offering their services to fix vibe coding issues. There is even an entire dedicated website, VibeCodeFixers.com, boasting a roster of over 300 veteran developers. One software agency's actual official slogan is, "We clean up after vibe coding. Literally.

These professional developers know that desperate business owners and product managers are stuck with broken, half-finished AI apps they don't understand. Because the client is trapped, these "Exorcists" can charge whatever they want to go in, untangle the AI's hallucinated mess, and rewrite the code from scratch. 

Let's put this into perspective. We all buy cars, and occasionally, cars need maintenance. Because of that, the mechanic industry exists. That is completely normal.

However, if there were an entire thriving industry dedicated to hunting down and destroying cars that had become sentient and started murdering people, à la Maximum Overdrive... we’d probably stop buying cars.

Any product that fails so spectacularly and regularly that it supports an entire emergency-rescue industry dedicated strictly to fixing it is not a reliable product. 

Why You Should Avoid Vibe Coding Your Club's Website 

The good news is that you don't need to risk your club's private data to get a great, modern website. To keep your members safe from AI coding disasters, just remember these key points:

• Don't trust the surface: Just because an AI-built app looks like it works doesn't mean the backend is secure.
• Beware the AI Cowboys: Be careful outsourcing to incredibly cheap freelancers who might just be secretly using ChatGPT to build your database.
• Trust human engineers: Your members' private data and your club's bank accounts are too important to leave to a hallucinating chatbot.

Surviving the Vibe Coding Horror

You can turn the flashlight off now. The campfire stories are over, but unfortunately, the monsters in these tales are still very much out there, roaming the internet.

Artificial Intelligence is an undeniably incredible tool. It is great for writing club newsletters, brainstorming event ideas, or summarising your committee meeting minutes. But when it comes to building the actual digital infrastructure that holds your club's money and your members' private data, treating an AI chatbot like a cheap replacement for a seasoned software engineer is a recipe for disaster.

If you want to learn more about what vibe coding is and the risks associated with it, check out The Dangers Of Vibe Coding & AI-Built Websites.

If you want to see the steps Member Jungle takes to keep your data safe, have a look at How does Member Jungle protect your data?