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“It’s an LLM, a loop, and enough tokens.”
—Nicolay Gerold, Amp Code
So why does a coding agent forget your instructions, keep reading tiny pieces of a file, or struggle with an edit another model handles easily?
Nicolay Gerold (Amp) joins Hugo to take that loop apart and explain the harness around it: the software that executes tool...
“If you feel that a product is hard to eval, or you feel like, ‘I don’t even know how to eval this,’ it’s a strong smell that your product isn’t good.”
— Hamel Husain, on AI product design
An AI data agent tells you last quarter’s net revenue. It doesn’t show the metric definition, source tables, filters, query, intermediate calculations,...