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Cris Slotoroff

Why my outreach tool is not allowed to send email

July 7, 2026 building design decisions

I built myself an outreach workbench. Every morning it hands me my follow-ups already drafted, in my voice, with the right links and the right context pulled in. It saves me hours a week.

And the very first rule I wrote for it, before a single feature existed, was this: it is never allowed to send anything on its own.

That sounds like a limitation. I think it's the whole reason the tool works.

The temptation

When you build with AI, full automation is always one prompt away. The demo where emails just... go out... is genuinely impressive. But I've spent fifteen years in education, and if teaching taught me anything, it's that the last step of any process is where trust lives. A teacher who never reads the essays stops being a teacher. A salesperson who never reads their own emails stops being a person.

What the constraint bought me

The one exception, and why it proves the rule

There is exactly one automated send in the system: if I read a draft, approve it, and schedule it for 8am tomorrow, a job sends that exact approved text at 8am tomorrow. The approval is still mine. The machine is just my hands.

The lesson I keep relearning: when you're deciding what to automate, don't ask "can the machine do this?" Ask "what do I stop noticing if it does?"

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