AI Metrics Culture SecurityUnderstanding builder intent in the AI eraOct 17, 2025As 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 CultureConcerns beyond the accuracy of AI outputJun 30, 2025While 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 SecurityFostering developers' trust in generative artificial intelligenceSep 13, 2024Research 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
