1 min lesson
The Knowledge-Work Loop Under the Build
Show why this lesson detail matters. "Underneath every stage is the same working loop Cursor's own growth team runs on real GTM problems."
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Underneath every stage is the same working loop Cursor's own growth team runs on real GTM problems: problem → context-dump → iterate on the approach → test on a few examples → refine. You stay the domain expert who knows what good output looks like and where the edge cases hide; the agent does the repetitive execution.
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The Knowledge-Work Loop Under the Build
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The loop Cursor's GTM team runs on real problems. You stay the expert and the agent executes; a hands-on build round tests exactly this.
George on Cursor's growth team, on why this loop matters for a GTM engineer:
“you go from I know how this should work to I have a tool that does it potentially in an afternoon.”
QIn this prep model, which stage carries the most weight, and why should you treat it as production?