Deep systems expertise or T-shaped versatility?

Is it better long term to become technically strong in a field like systems programming, where writing correct code has always been especially difficult and AI is expected to automate less of it, or to become a T-shaped developer who can contribute efficiently across many areas in a small company?

Posted Jul 29, 2026, 6:57 AM UTC

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