Douglas's Blog

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

2025 © Douglas Yueming Lai