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 Culture Adoption Helping developers adopt generative AI: Four practical strategies for organizations Jan 31, 2025 DORA research identifies four practical strategies to help organizations scale generative AI adoption from isolated experiments to widespread use. Key recommendations include increasing transparency about AI plans, addressing developer concerns, providing dedicated learning time, and establishing clear usage policies. Read more
