There’s a thread on Reddit right now with more than 2,000 likes and 700 comments. It’s from someone who works with small business owners every day, and it starts like this:
“Vibe-coded automations are becoming a real problem and I don’t think we’re talking about it enough. Over the past year I’ve worked with my fair share of frustrated business owners that hired an automation ‘expert’ and as a result, they get a solution that maybe sometimes works.”
The thread blew up because it hit a nerve. Owners shared it. They warned each other. They traded stories. It’s the AI conversation everyone is having right now.
Here’s what nobody in that thread is saying out loud.
The automation that maybe sometimes works will cost you a few thousand dollars and a few weeks of frustration. The business you keep running while your competitor automates their way to more capacity and lower costs? That’s going to cost you a lot more. And it won’t announce itself. You’ll just notice, slowly, that it’s getting harder.
The Most Expensive Problem Has No Thread
I had a client last year. More than a decade in business, profitable, steady. Real website traffic coming in every month, people actively searching for their service and landing on the site.
The site was a wall of text.
We talked about adding a simple chat widget. Something that could answer the questions visitors were already asking instead of making them wait for a return email. Nothing radical. Just a tool that makes the website do more of the work.
They liked the idea. We mapped it out. We talked through exactly how it would work. And when it came time to actually do it, they froze. Not because of cost. Not because of time. They didn’t trust technology they didn’t understand. So they did nothing.
That website is still a wall of text. That traffic is still landing on it. The opportunity is still sitting there.
That client isn’t in the Reddit thread. They’re not worried about vibe-coded automations. They’re not worried about anything. They’re making money and assuming that’s the same thing as being fine.
It isn’t.
What You’re Actually Afraid Of
Be honest about what’s really happening. You know AI is everywhere. You know you should probably be doing something with it. But between running payroll, managing people, and delivering whatever it is you actually sell, you haven’t figured out what that something is.
That’s not a character flaw. That’s just Tuesday.
But underneath that, there’s a specific fear. According to research by Simply Business and Federal Reserve data from 2026, 77% of small business owners who haven’t adopted AI say they don’t see a use case for their business. 62% say they don’t understand it well enough. 60% say they have no in-house expertise.
You’re not afraid of getting ripped off. You’re afraid of looking dumb. You’re afraid of putting time into something you don’t understand and having it not work.
That fear makes sense. It’s also pointed at the wrong target.
Getting burned by a bad vendor? Possible. Not probable, especially if you ask the right questions before you hire anyone. Not automating one workflow while your competitor does? That’s not possible. That’s guaranteed.
How to Spot a Bad Agency in Five Minutes
The Reddit thread is right that bad actors exist. There are people calling themselves AI agencies right now who are really one or two people who learned to string together automations last year. They charge $7,000 to set things up and $1,000 a month to keep them running. For tools you’ll never fully understand and can’t manage on your own.
But most agencies are not that. Most people doing this work are building real things for real businesses and charging fairly.
Here’s how you tell the difference in one conversation.
Ask them about your industry. Not AI in general. Your specific industry. How are other businesses in your space using automation right now? What workflows in a company like yours typically have the most room to improve? What do they know about how you actually make money?
If they go blank, you have your answer. If they come back with specifics, that’s a good sign.
You’re the expert in your business. Anyone trying to help you needs to understand your business first. Tools come after. If someone wants to pitch you a solution before they understand your operations, that’s the moment to walk away.
The Smallest Thing You Can Think Of
Here’s the advice I give every time someone asks me how to start. I give it at dinner parties. I give it to clients who’ve been overthinking this for two years. I’d put it on a billboard if I had one.
Start with the smallest thing you can think of.
Not the biggest opportunity. Not the transformation. Not whatever the Reddit thread is arguing about. The smallest thing. One piece of information that moves from one place to another by hand right now. One task follows the same pattern every single time. Something of a working version could exist by Monday.
Then use it for two weeks.
I built a simple end-of-day reconciliation tool for a client recently. It manages numbers that someone was previously tracking manually. It took a weekend. The owner hasn’t stopped asking what else they can automate. That’s how this always goes. One small win. Then curiosity. Then momentum.
A lot of what people call “AI automation” is just software. Small, boring software that does one thing reliably. It doesn’t have to be impressive. It just has to work.
The Cost of Waiting Is Not Theoretical
63% of small business owners work more than 50 hours a week. 79% say they’re working too much. Research consistently shows that business owners using AI tools recapture 5 to 7 hours per week through small automations, not through massive tech overhauls.
That’s a full working day. Every week. Given back to you.
Your competitors are not smarter than you. They’re not better funded. Some of them just stopped standing in front of the curtain, wondering what was on the other side.
The Reddit thread with 2,000 likes is worried about the automation that sometimes works. That’s a real problem. It’s also a problem you can sidestep by asking five good questions before you sign anything.
The business owner who does nothing doesn’t get a warning thread. They just get slower, one quarter at a time, until the gap closes in the wrong direction.
One Task. This Week. That’s It.
Think about something repetitive that happened in your business today. A report someone builds by hand. A process that always follows the same steps. A question your team answers the same way every time it comes in.
Write it down. That’s your starting point. Not a vendor pitch, not a strategy session, not a six-month roadmap. One task, small enough to actually finish, useful enough to show you what’s possible.
If you want a second opinion on where to start, or want to talk through what that first automation might look like in your specific business, reach out. That’s the conversation worth having.