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ThinkingMarch 20266 min

Speed Is Not the Skill

"Just prompt it."

That advice makes it sound way simpler than it is.

I've been building with AI since 2020, and for a long time I'd casually undersell the value of the work. Mostly because it felt natural to me, and the outputs were fast.

But recently, something shifted. I realized that speed often gets mistaken for simplicity. And traditionally, "fast" has meant "easy" or "cheap." That mindset doesn't hold up here.

The Screw Story

A good friend told me a story that helped this click for me: A guy gets called in to fix a machine for a major company that needed it back up and running ASAP. He walks in, looks around for ten minutes, turns one screw, and the machine starts working. He sends a $10,000 invoice. When questioned, he breaks it down:

Turning the screw: $1
Knowing which screw to turn: $9,999

That's what working with AI feels like now.

The Speed Illusion

When someone sees me build a working product in a week, the natural reaction is "that was fast, must not be that hard." But what they're not seeing is the five years of context that made that week possible. The understanding of what users actually need. The product instinct to cut the right corners and keep the right complexity. The ability to look at an AI output and know immediately whether it's headed in the right direction or about to create a mess.

Speed is the output. It's not the skill.

The skill is taste. It's knowing what to build in the first place. It's knowing what NOT to build - which features sound great in a brainstorm but will create maintenance nightmares. It's knowing how to structure a prompt so the AI produces something that's actually production-ready, not just demo-ready.

Why This Matters Now

We're entering a phase where a lot of people are going to pick up AI tools and produce mediocre work very quickly. And they'll confuse that speed with value. Clients and employers will too, at first.

But the gap between "I prompted something fast" and "I built something that works, scales, and solves a real problem" is enormous. That gap is where the actual value lives. And it's not going to get smaller - if anything, as the tools get better, the premium on knowing what to build with them goes up, not down.

It's not just about writing a prompt. It's about knowing what to build, how to build it, how to sustain it, and when to stop building and start shipping.

That's where the real leverage is.

AJ
AJ Otranto
AI Builder & Strategist