#AI UX
Articles tagged with "AI UX"
2 articles
ai-agents
March 25, 2026
Proactive AI: Building Suggestion Systems That Don’t Annoy
Proactive AI lives on a knife edge between indispensable and muted. The design rules we use so agents surface the right things without becoming Clippy.
Ostap Kovalisko
Founder & AI Systems Architect
7 min read
Proactive AISuggestionsAI UX
ai-development
February 24, 2026
AI Chat UX: Structured Cards, Thinking Traces, and Suggestion Pills
Plain text bubbles waste the AI chat medium. Six UX patterns from production — structured cards, thinking traces, narrowing pills — and why each earns its place.
Ostap Kovalisko
Founder & AI Systems Architect
8 min read
AI UXChat DesignStructured Output