This is an interesting read in the middle of AI era.
The pattern of technological transformation remains consistent—sysadmins became DevOps engineers, backend developers became cloud architects—but AI accelerates everything. The skill that survives and thrives isn’t writing code. It’s architecting systems. And that’s the one thing AI can’t do.
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