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Study of 158 software engineers' AI usage patterns. Introduces “supervisory engineering work” as a new intermediate loop between inner (coding) and outer (planning) development cycles. Engineers spend increasing time reviewing, validating, and directing AI output rather than writing code directly.
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vella2026middleloop