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moneydev.to · Nov 02, 2026

Auditing 13 real cases of agents making money: every winner sells a tool, not a tutorial

After an agent given one instruction, make $100 a day unattended, produced 47 ideas, nine reports and zero revenue, its owner audited 13 public cases of agents earning money. Every case with real revenue sold a buyable tool; tutorials earned nothing because they have no distribution mechanism. The failure was in task design, not the model: a step that requires a person cannot be run unattended. Before building, ask what is buyable right now and how buyers will find it.

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