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.
I always validate what comes in from the client before I do anything with it
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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.