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May 2026 · 3 min read

Why I Am Not Selling AI Agents Yet

Agents are the visible layer. The work that makes them reliable is underneath: workflow, data, integrations, and edge cases.

Every second post on my LinkedIn feed right now is someone selling AI agents. Custom GPTs. Auto-replying inboxes. Voice agents that "do the work of three SDRs."

I am a developer. I have built these things. They mostly do not work the way the demos suggest.

Not because the technology is bad. The technology is genuinely good. They do not work because they are being sold one layer too high. The agent is the visible part. Underneath it is a workflow, a data model, an integration surface, and a set of edge cases that the seller has not thought about and the buyer cannot evaluate.

You buy the agent. Three weeks in, it is calling the wrong customers, replying with hallucinated order numbers, or quietly doing nothing because an API key expired. You blame the AI. The AI was never the problem.

This is why I am not putting agents on my website yet.

I would rather sit with a founder for twenty minutes and ask: Where in your day do you copy something from one place to another? What does your team do that you wish was already done by the time you woke up? What breaks when you go on holiday?

Those questions tell me where automation is worth building. Some of the answers will involve AI. Some will not. A well-designed n8n workflow with no AI in it can save more hours than a poorly deployed agent ever will.

I am building MonPro-AI as a consulting practice that thinks operations first and tools second. The tools are the easy part. I have shipped enough of them to know that.

The hard part is asking the right questions before anyone writes a single line of code. That is what I want to be paid for. Eventually.

For now, I am asking those questions for free. If you are running a small team and feel held together by spreadsheets and goodwill, that is the conversation I want to have.

No agents. No pitch. Just a look at what is actually broken.