A collection of my thoughts, ideas, and experiments.
The Dual Interface Era: Designing for Humans and Agents
Why AI products need a semantic interface that serves both humans and agents, and how the idea behind SIA connects SEO, semantic layers, and production software.
March 19, 2026
Designing New Interface for Multi-Agent Systems
Exploring a playlist-inspired interface for multi-agent AI systems to make collaboration intuitive, customizable, and emotionally resonant for users.
July 17, 2025