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the pattern isn't really "lose jobs then get them back." it's that the jobs come back requiring different skills. the devops role in 2027 probably looks nothing like the one from 2025 — it'll require knowing how to supervise AI systems, not just run infrastructure manually. the people who'll be fine are the ones building AI fluency now, not waiting to see what happens.

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