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The limiting factor-how to design an AI software factory for speed | Geoff Charles (Ramp CPO)
Why it mattersRamp CPO Geoff Charles explains how the company uses AI agents to find customer problems, shape ideas, review and test code, coordinate launches, and address UX issues. He argues that as bottlenecks shift, product leaders must keep improving the development system and rethink the PM's role.
Discuss: As AI agents take on work from customer research to code review and UX fixes, how should product leaders decide which bottleneck-and which parts of the PM role-to tackle next?
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