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Conditions for the fastest AI-native engineering team

Andrew Ng (응) of Stanford University posted a summary of how AI-native software teams operate differently from traditional teams. He wrote that the biggest difference is using coding agents to build products much faster, which changes team structure, roles and decision-making. As development speeds up, planning, design, marketing and compliance can become bottlenecks. Ng urged engineers to learn product management skills and product managers to learn how to build. He also stressed the value of working in the same space for faster communication.