If your engineers are still spending most of their time writing code, you’re probably behind. In this episode, I break down why AI isn’t just making engineering faster, it’s changing the shape of the job itself. Writing code was never the work, it was the mechanism. The real job has always been owning systems that produce correct outcomes, and now AI is replacing humans as the compiler. This is a conversation about judgment, system ownership, and why optimizing code output is the wrong problem in a world that’s already moving past it. Get my weekly breakdown of AI, GTM, and Cloud Employees:

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