Claude Code's extra 50% weekly usage ended on September 13. A session can be carrying 100,000+ tokens before you type a word, and switching models mid-session makes it re-read everything. Ten common mistakes, how to spot each one, and how to fix it.
Some AI solutions help a person do more, and some are designed to replace one. Users work out which long before anyone tells them. For the second kind, every flaw stops being friction and becomes an argument — and the corrections that would improve the system have to come from the people it would replace.
The harder version of the training conversation is with customers who have done the reading, because training genuinely is central in what they studied. They are not wrong about the field. They are describing a different discipline from the one they are about to buy.
AI that executes your processes is a workforce, not a tool. Managing it gets spread across the people you already have, which quietly turns everyone into a manager, and makes them accountable for work they never watched.
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