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Learn to build the AI workforce. Stay human while the world catches up.

AI workforces are about to absorb the grind. What's left is the stuff that's actually ours. The ideas, the taste, the judgment. We're a community learning to deploy AI workforces and reclaim the potential that's been buried in the weeds.

The quiet restructuring of the global workforce has already begun

Beneath the noise of AI announcements lies a structural shift most haven't named. We observe it, map its mechanisms, and share what we find with those paying close attention.

"You set the vision. They run with it. That's the shift."