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Notes from building for agencies.

What I have learned shipping AI systems and automations for agencies. Real numbers, honest lessons, no fluff.

July 2026

I sent 12,000 cold emails. The winners had one thing in common.

Two campaigns, same product, one closed clients and one died. The difference was not the copy.

July 2026

Your agency is renting its own product.

If your client work lives on a platform you pay for every month, you do not own it. Someone else does.

July 2026

The first thing an agency should automate.

It is not the flashy AI thing. It is the boring task your team repeats every single week.

July 2026

AI content that sounds like AI is worse than nothing.

Automating content is easy now. That is exactly why the generic stuff gets skimmed and forgotten.

July 2026

Speed is the whole product.

The proposal that lands in a minute beats the perfect one that takes a day. Fast is not a feature here. It is the point.

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