From Research to Recommendations: Closing Out My LFX Mentorship
NNG: The 3 Roles of Context for AI Agents
AI: What Happens When a Screen Has More Than One Future?
Experience: I’m starting to hate UX research and I don’t know if it’s the job or the career
Case Study: Designing for focus in a product designed for engagement
Design: Beyond Aesthetics - 3 Surprising Ways Color Theory Shapes Your Reality
@uxdigest
User interviews and competitive analysis shaped a new information architecture for the OpenTelemetry Ecosystem Explorer. The project shows how research findings can become reusable product principles instead of ending as a one-off report
NNG: The 3 Roles of Context for AI Agents
AI agents work better when context is split into three roles: global rules and preferences, local task-specific information, and ambient streams like email or meeting transcripts. Managing these layers well can make detailed prompting less important because the agent already understands the user, the project, and the surrounding work context
AI: What Happens When a Screen Has More Than One Future?
What happens when an interface stops following a predefined flow and starts generating its next state in real time? Using Runway’s Solaris as a starting point, the article explores generative UI where the same action can lead to different outcomes. The tricky part isn’t generating the interface — it’s deciding which of its hundred possible futures is actually allowed to become real
Experience: I’m starting to hate UX research and I don’t know if it’s the job or the career
A solo researcher describes juggling six product areas, doing everything from recruiting to synthesis, and watching research repeatedly get ignored. The discussion quickly shifts from burnout itself to a bigger question: whether the problem is UX research as a career or working in organizations with low research maturity
Case Study: Designing for focus in a product designed for engagement
A UX case study exploring a Focus Mode for YouTube that reduces Shorts and unrelated recommendations during study sessions without blocking access. Research with students shaped the concept around user intent, content filtering, and lightweight reminders instead of hard restrictions
Design: Beyond Aesthetics - 3 Surprising Ways Color Theory Shapes Your Reality
Color is more than decoration: it shapes emotion, trust, attention, and behavior in interfaces. The article focuses on three practical ideas — psychology, accessibility through contrast, and choosing colors intentionally to guide users
@uxdigest