← Bibliography

The middle loop

View original ↗

Note

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.

Citation Key

vella2026middleloop