If someone is selling you the dream of effortless AI automation, they found the only business model that actually prints money: selling hope.
The Reality
You’ve seen the posts. “I automated everything. I work one hour a week. I made $10 million this weekend with my SaaS app.”
It’s everywhere. Twitter. LinkedIn. YouTube. A new flavor of the same pitch that’s been recycled through every hype cycle from crypto to NFTs to AI: skip the hard work, shortcut directly to the value.
Max Brodeur-Urbas runs Gumloop, an automation platform processing 4 million workflows daily for companies like Instacart, Shopify, and DoorDash. He’s seen what real AI automation looks like at scale, and he has a simple message about the “50 agents running my company” crowd.
“Most of that is just marketing. They’re lying to you.”
There’s a category he calls “course bros,” people who sell the dream of effortless income through AI. They post workflows, promise $30,000 weekends, and charge for courses that reveal the “recipe.” The pitch targets people who are vulnerable, easily persuaded, convinced that something will save them from their current situation.
“You can sell hope really easily,” he says. “But you’re selling this vision of skipping the hard work, shortcutting directly to the value, which will never happen. It’ll never work. But for the person selling you that course, they’re going to make a ton of money. They found the way to print money.”
The Shift
So what does real AI automation look like? Not 50 agents. Not zero effort. Something much less glamorous and much more effective.
The most productive people generating the most value with AI share one trait: they apply it to something they already understand deeply.
The Old Way: Follow the guru. Buy the course. Copy the workflow. Hope for magic.
The New Reality: Take something you know inside and out. Apply AI to the repetitive parts. Keep your hands on the parts that require judgment.
“If you’re automating something you don’t understand, it’s just going to be a slot machine,” Max says. “If you’re using AI to code and you don’t know how to code at all, you’re making malware at the end of the day.”
The best users of Gumloop aren’t the ones who automated everything. They’re the ones who automated the repetitive parts and kept the human touch where it matters. The marketer who uses AI to process data but writes the strategy herself. The ops person who automates reporting but makes the decisions manually. The salesperson who uses AI to research prospects but builds relationships in person.
“I apply AI to speed myself up and take the things I do understand, do it way faster, so I can learn more things and grow as a person. But I’m never trying to shortcut understanding something or expanding my skill set by having AI just replace me.”
If there was a magic solution that would make you $30,000 in a weekend, they wouldn’t be giving it to you on Twitter.
What To Do Next
Stop looking for the shortcut. Start looking for the repetitive task.
Pick one thing you do every week that’s tedious but that you understand completely. Automate that. Not your entire job. Not your entire workflow. One thing.
The value comes from depth, not breadth. One well-automated process you understand beats fifty agents you can’t explain.
And the next time someone posts about their 50 AI agents, ask them one question: which of those agents would break if you changed one variable? If they can’t answer, they don’t understand their own system.
The One Thing to Remember
The people making the most money from AI automation aren’t using 50 agents. They’re using AI to go faster at the things they already know how to do. That’s it. Everything else is marketing.
This insight comes from “50 AI Agents Running My Company Is a Lie” featuring Max Brodeur-Urbas, founder of Gumloop. The AI Shift curates wisdom from AI leaders for busy professionals navigating the AI era. What’s the one task you’d automate first?
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