The lie that "I run a company with 50 AI agents"
Date
May 27, 2026
Classification
- Startups
#
- Success/Failure Analysis
EO Team / eo studio
Hello. This is the EO Team.
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The Lie That 'Everything Was Automated with AI': Confessions of an AI Automation Service CEO
#GumLoop #YCombinator #EntrepreneurialSpirit #BusinessAutomation #FailureStrategy
🫑 3-Line Summary
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Max, who was banned from entering the United States for five years on suspicion of illegal immigration after leaving Microsoft, founded the AI automation platform GumLoop with just a single laptop in a desperate situation where he could not go to Silicon Valley.
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For six months, I repeatedly failed by building and shutting down services every week, tracing back the reasons why ideas weren't working, and I identified a lack of automation where non-developers who don't know coding want something that runs reliably in a set order.
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Instead of the illusion of autonomous AI agents, GumLoop focused on automation tools that work exactly as instructed, and has grown into a company that currently has clients such as Instacart and Shopify and processes 4 million tasks per day.
🥦 Insight
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Digging into the reasons why it doesn't work before confirming that it does work
Many entrepreneurs and planners get carried away by their own ideas and expect only positive feedback from others. However, as in Max's case, the most valuable experience for a startup is to quickly admit that your hypothesis is wrong, and to solidify the framework by filtering for yourself why the item won't work.
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How not to be fooled by tech fantasies and course scams on social media
The sensational trend of automating a company with dozens of AI agents is akin to a mirage designed to lure those who do not understand the underlying principles. A truly smart worker simply accelerates business workflows that I already perfectly understand by adding AI as a multiplier; this
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Leaving the networking party behind to obsess over the product
Going from one glamorous Silicon Valley event to hand out business cards and network is not the essence of growth. Makers who create products that truly shake up the market don't even have time to go to parties; building overwhelming products that customers are dying to use is the very way to form the most powerful network.
🥄 A spoonful of execution
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What repetitive tasks or routine work have you been mechanically handling all week? Before you struggle to introduce a grandiose system, try formulating a hypothesis to automate just one step so it doesn't cross your hand, and then execute it. That small start can become the seed of a business that moves 4 million transactions.
—— View Original ——
Max, who lives in Canada, was on his way to meet a friend in Seattle, USA, for the weekend.
A customs officer at the border asked.
What is your job?
"Doesn't exist."
Because I quit Microsoft a while ago.
How long will you be staying?
I will return in just two days.
However, the customs officer's expression was already hardened.
And the notice of entry refusal received. The reason is suspicion of illegal stay.
It was a notification that I would not be able to set foot in the United States for the next five years.
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