This story was originally published on HackerNoon at:
https://hackernoon.com/why-smaller-engineering-teams-may-be-building-better-products.
AI coding tools don’t guarantee productivity. Real gains come from redesigning engineering workflows, teams, and decision-making around them.
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The article argues that AI coding tools produce the biggest gains when companies redesign the workflows and team structures around them rather than simply layering assistants onto existing development processes.