• AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.

Argues that as coding agents make code cheap, the differentiated work is data integration and outcome ownership — and that seat-based versus outcome-based pricing tells you which one a company is actually selling.

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