Blog
Design notes
Reflections on AI product UX, agent interaction, evaluation frameworks, and design systems.
Agent UX2026-05-186 min
Agent products are controllable workflows, not chat boxes
How task state, human confirmation, exception takeover, and audit trails help agents enter real workflows.
Evaluation2026-04-028 min
Why designers need to understand LLM experience evaluation
Breaking experience quality into observable dimensions is key to efficient AI product collaboration.
Design System2026-03-125 min
What an AI product design system should codify
From waiting states and confidence to citations and recovery, AI design systems go beyond components.