How Anthropic’s product team moves faster than anyone else | Cat Wu (Head of Product, Claude Code)

AI-native product management requires a radical shift toward extreme speed, where development cycles compress from months to days. Success in this environment demands that product managers prioritize product taste and clear goal-setting over traditional, long-term roadmap alignment. At Anthropic, the integration of frontier models into internal workflows—such as Claude Code and Co-work—enables teams to automate repetitive tasks, allowing for rapid iteration and the ability to ship features in research preview. Effective AI product managers act as bridge-builders who understand model capabilities, define success through rigorous evaluation, and maintain a bias toward action. By delegating tedious, non-creative work to AI agents, teams can focus on high-leverage problem solving, ultimately transforming the product management role from a coordinator of human labor into a strategic architect of AI-driven productivity.