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This small group discussion will bring peers together for an honest chat on what actually changes developer behavior in security programs. We will share real examples of what worked and what failed, focusing on developer experience, signal quality, feedback timing, ownership, incentives, and where automation or AI helps or adds noise. The goal is practical ideas people can take back and apply.
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