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Junior-developer jobs are shrinking, not because AI codes better but because it executes to spec faster than a junior can. That changes what to hire for.
You promised leadership a 4× boost from AI. You got 1.5×. The missing speed is locked in the stages you never pointed it at. Here’s the maths.
Our engineers ignored the AI reviewer for months, then made it a mandatory step themselves. A story about adopting AI by demonstration, not by mandate.