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AI Doesn't Define Seniority. Engineering Judgment Does.
會不會使用 Claude Code、懂不懂 context window 或 tokenization，都不能直接決定一個工程師是否資深。AI 讓程式碼產出變便宜，但工程判斷、驗證能力，以及知道什麼值得做，仍然是資深工程師的核心價值。
AI Doesn't Define Seniority. Engineering Judgment Does.
Knowing Claude Code, or knowing how context windows and tokenization work, does not by itself make an engineer senior. AI made producing code cheap. Engineering judgment, knowing what to verify, and knowing what is worth doing are still what senior engineers are for.