AI didn't invent disposable culture. It only removed the last bottleneck — and that changes what your job as an engineer actually is.
AI Didn't Invent Slop. It Only Made It Infinite.
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AI code governance is the new code review bottleneck
GitLab's latest AI accountability research says teams are generating code faster than they can govern it. That makes review, traceability, and ownership the real bottleneck.
AI Didn't Invent Slop. It Only Made It Infinite.
AI didn't invent disposable culture. It only removed the last bottleneck — and that changes what your job as an engineer actually is.