Semi-structured interviews and task observations with 15 engineers show AI coding assistants reorganize security awareness from preventive to reactive, decoupling knowledge from prompt behavior and prompting informal coping strategies.
Examining the use and impact of an ai code assistant on developer productivity and experience in the enterprise
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From Preventive to Reactive: How AI Coding Assistants Transform Developers' Security Awareness
Semi-structured interviews and task observations with 15 engineers show AI coding assistants reorganize security awareness from preventive to reactive, decoupling knowledge from prompt behavior and prompting informal coping strategies.