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Applied AI·June 25, 2026·1 min read

'Token discipline will not emerge through developer choice alone': Experts predict that AI coding costs will overtake developer salaries by 2028

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If AI coding costs rival developer salaries by 2028, your unit economics for 'AI-assisted engineering' are about to get audited. Stand up basic token and model-usage observability now—before finance does it for you and starts dictating which tools devs can use.