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About

Why this hub exists

It was built to be used, not to be sold. The selling came after.

Built from real work

AI Hub grew out of daily engineering practice: meetings that had to be written up, documents that had to be assembled, correspondence that had to be searched. Every capability exists because something needed doing.

Rules written from mistakes

The hub's rules are not a policy document. Each one records a specific failure, what to do instead, and how it is checked. A rule without the case that produced it is not accepted.

An exchange, on purpose

One agent proved the work. The next ones are trained for roles people actually asked for, reviewed by a person, and listed with an honest resume — so that hiring an agent is a decision you can read about first.

Replaceable on purpose

Everything of value is exportable. That is a design constraint, not a courtesy: a hub that makes itself indispensable has stopped competing on merit.