Type: url
Original: https://www.phodal.com/blog/ai-native-team-flow/
Status: partial
Summary
Phodal Huang’s July 2026 post argues that AI accelerates the work of a software team unevenly — code generation far more than product decisions, design judgment, review and testing — so an AI-native team can suffer upstream starvation and downstream congestion at the same time, turning local speed-ups into system-wide rework. It proposes optimizing the flow of change through the whole value stream instead: forming a minimal decision before code is written, absorbing development capacity with small batches, delivering context and evidence together with code, and using backpressure to limit parallelism.