AI tools are strongest when the system around them is designed
A short note on why prompts, components, tokens, tests, and team rituals should be treated as one product surface.
Thinking
Notes on design systems, AI workflows, and product engineering
Short editorial prompts that can become essays, talks, or interview discussion points for senior product and platform roles.
Core tagline
“I design AI-native systems that connect design, engineering, and product development.”
Editorial index
Current threads
Design systems need implementation literacy
High-end product quality comes from connecting visual decisions to code constraints early, not polishing late.
The next DX frontier is human judgment
AI can produce more output than teams can responsibly review. The best workflows make judgment visible.