DORA Insights: Security

AI Metrics Culture Security

Understanding builder intent in the AI era

Oct 17, 2025
As AI decouples roles from tasks, traditional developer personas are becoming less relevant. This article introduces the “Builder Mindset” framework, identifying four core intents—Founder, Optimizer, Accelerator, and Learner—to help teams design better AI-assisted experiences. Read more

AI Metrics Trust Security Culture

Concerns beyond the accuracy of AI output

Jun 30, 2025
While accuracy remains a key challenge, developers have broader concerns about generative AI, including data privacy, deskilling, and job displacement. This post explores these anxieties and offers five strategies to address them, such as clarifying acceptable use policies and emphasizing AI as a learning opportunity. Read more

AI Metrics Trust Productivity Adoption Security

Fostering developers' trust in generative artificial intelligence

Sep 13, 2024
Research shows that developers who trust generative AI tools are more productive and use them more frequently. We outline five strategies to foster this trust, including establishing clear policies, reinforcing feedback loops like code review, and encouraging experimentation without mandates. Read more