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Product Management Is the New Engineering Bottleneck. Andrew Ng Already Said It.
AI made engineers 10x faster. PMs didn't keep up. Andrew Ng named it. LinkedIn already restructured around it. Here's what your team should actually do.
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AI made engineers 10x faster. PMs didn't keep up. Andrew Ng named it. LinkedIn already restructured around it. Here's what your team should actually do.
AI just cut engineering cycle time by 80%. Your feature-decision process still takes three weeks. You didn't solve delivery. You exposed discovery.
$285 billion disappeared from SaaS valuations in 48 hours in February 2026. Most analysis blamed AI agents. The real mechanism was a 25-year pricing assumption that everyone forgot was an assumption.
Every company says they have an AI strategy. Most are just feature roadmaps with AI stickers on them. Here is the difference that matters.