No canvas as source of truth
A repo-first thesis for agentic product systems: the repo is the source of truth, the agent is the operator, and UI is a preview/control surface
AI agents Design systems
From specialist skills to working systems
Post-AI leverage moves from owning a narrow skill to encoding, combining, testing, and improving expertise inside working systems
AI agents Systems thinking
The output is only as deep as the context
A shallow prompt produces shallow output because selected context is already part of the creative act
AI Creativity
User understanding is less role-gated now
AI does not replace empathy, but it changes the work around empathy and makes user understanding less role-gated
Product design User research