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Real-World Workflows

People are spending billions of tokens through AI coding agents, watching them write code they couldn’t write themselves.

You might hear the term “vibe coding” thrown around. But that label overlooks the real skill involved in this kind of work. Much like “no-code” did circa 2019 when no-code education companies were taking off.

The trick isn’t reading every line of code. It’s reading the agent output carefully. And in doing so, you pick up a ton of knowledge around how code works, how projects work, where things fail, where they succeed.

That’s the new version of learning to program. The new technical class.