Design specifications often fail during implementation because they focus on visual pixels rather than real-world logic, states, constraints, and platform behaviors. Specifications should document state transitions, edge cases, constraints, and developer-facing implementation details. AI in UX can enable predictive interfaces, generative assistance, personalization, and workflow automation while introducing risks when overused. Multi-factor authentication methods create differing accessibility trade-offs across devices and user abilities; biometrics, OTPs, magic links, and other methods require inclusive flow design and fallback options. Reusable ChatGPT prompts accelerate user-research tasks such as recruitment, interviewing, surveying, and synthesis.
"Most design specs break down in development because they're built for designers, not developers. This article shows how to write specs that reflect real-world logic, states, constraints, and platform behavior not just pixels. Rafael Basso Jan 20, 2026 11 min read A practical guide to AI in UX design, covering predictive UX, generative assistance, personalization, automation, and the risks of overusing AI. Shalitha Suranga Jan 14, 2026 11 min read"
"Multi-factor authentication methods affect users differently depending on devices and abilities. This article explores the accessibility trade-offs of biometrics, OTPs, magic links, and more, helping you design inclusive MFA flows. Daniel Schwarz Jan 10, 2026 2 min read I don't start research from a blank page anymore. These 19 ChatGPT prompts help me move faster across recruitment, interviews, surveys, and synthesis. Bart Krawczyk Jan 8, 2026 4 min read"
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