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Latest Writing
AI is borrowing your technical judgment. The question is whether you'll notice before you can't get it back.
Engineers who spend their days directing AI agents and reviewing generated output are experiencing the same skill decay that managers hit years ago. This is not a tooling problem. It's an atrophy problem.
Why PR bottlenecks survive every process fix you throw at them
Most teams attack PR bottlenecks with better tooling, shorter PRs, and review rotation schedules. None of it sticks. The bottleneck isn't the process. It's what you're rewarding.
Every prompt is one perspective.
AI doesn't have blind spots. You do. When you prompt from one angle, AI ships those blind spots at scale. The feedback loop is the problem. Better prompts won't close it.