From Intention to Action: Tracking How Engineers Really Adapt to AI

While opinions abound on how engineers should respond to AI, real behavioral data is scarce. This longitudinal tracking system captures the gap between what engineers intend to do and what they actually do 30 days later, revealing distinct patterns across different AI exposure levels. The resulting dataset could become the first large-scale structured record of actual engineer adaptation strategies.