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Most “AI is changing engineering” content stays at the level of anecdote. This piece tries to go one layer deeper into four specific claims made in the conversation, each of which has concrete operational implications for engineering teams:

Cloud native’s definition is shifting under AI-assisted development,

Code review is becoming a two-stage, agent-then-hu...


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