hagakure.substack.com
Your Org Chart Isn’t Ready for AI
Traditional product teams often follow a linear flow: PM defines, designer mocks, engineers build. But that model breaks down when you're building AI-native products. We’re not designing screens for users to click—we’re building systems that interpret intent and act on it. That changes everything. To get it right, everyone needs to be involved early: product, design, frontend, backend, data. Discovery and delivery collapse into the same loop. Feedback is faster. Outcomes are less predictable. The system learns from use, so you need tight, collaborative cycles to learn with it.